activity
20222026
most citedStriking a Balance: Reader Takeaways and Preferences when Integrating Text and Charts

66 citations · 121 across the 10 of their papers we have counts for

collaborators

11 papers

cs.HC2026

Beyond Initial Creation: Two Decades of Community-based Chart Revisions from Wikimedia Commons

Jasmine Y. Shih, Chase Stokes, Melanie Tory +1

Open online communities like Wikipedia offer a rich space for understanding the organic evolution of public-facing artifacts, but little is known about how these communities collec…

cs.HC2026

Visual Embellishments are Potential Distractions in Double-Column Reading

Songwen Hu, Chase Stokes, Marti Hearst +1

Eye-catching graphics, such as circular figure labels and word-scale visualizations, are increasingly being placed directly within long-form text paragraphs. Some research has clai…

cs.HC2025

Write, Rank, or Rate: Comparing Methods for Studying Visualization Affordances

Chase Stokes, Kylie Lin, Cindy Xiong Bearfield

A growing body of work on visualization affordances highlights how specific design choices shape reader takeaways from information visualizations. However, mapping the relationship…

cs.HC2025

An Analysis of Text Functions in Information Visualization

Chase Stokes, Anjana Arunkumar, Marti A. Hearst +1

Text is an integral but understudied component of visualization design. Although recent studies have examined how text elements (e.g., titles and annotations) influence comprehensi…

cs.HC2024

"It's a Good Idea to Put It Into Words": Writing `Rudders' in the Initial Stages of Visualization Design

Chase Stokes, Clara Hu, Marti A. Hearst

Written language is a useful tool for non-visual creative activities like writing essays and planning searches. This paper investigates the integration of written language in to th…

cs.HC2024★ 3 cited

Give Text A Chance: Advocating for Equal Consideration for Language and Visualization

Chase Stokes, Marti A. Hearst

Visualization research tends to de-emphasize consideration of the textual context in which its images are placed. We argue that visualization research should consider textual repre…

cs.HC2024★ 26 cited

The Role of Text in Visualizations: How Annotations Shape Perceptions of Bias and Influence Predictions

Chase Stokes, Cindy Xiong Bearfield, Marti A. Hearst

This paper investigates the role of text in visualizations, specifically the impact of text position, semantic content, and biased wording. Two empirical studies were conducted bas…

cs.HC2023★ 20 cited

What Does the Chart Say? Grouping Cues Guide Viewer Comparisons and Conclusions in Bar Charts

Cindy Xiong Bearfield, Chase Stokes, Andrew Lovett +1

Reading a visualization is like reading a paragraph. Each sentence is a comparison: the mean of these is higher than those; this difference is smaller than that. What determines wh…

cs.HC2022★ 5 cited

Why More Text is (Often) Better: Themes from Reader Preferences for Integration of Charts and Text

Chase Stokes, Marti Hearst

Given a choice between charts with minimal text and those with copious textual annotations, participants in a study (Stokes et al.) tended to prefer the charts with more text. This…

cs.HC2022★ 66 cited

Striking a Balance: Reader Takeaways and Preferences when Integrating Text and Charts

Chase Stokes, Vidya Setlur, Bridget Cogley +2

While visualizations are an effective way to represent insights about information, they rarely stand alone. When designing a visualization, text is often added to provide additiona…

cs.HC2022★ 1 cited

Seeing What You Believe or Believing What You See? Belief Biases Correlation Estimation

Cindy Xiong, Chase Stokes, Yea-Seul Kim +1

When an analyst or scientist has a belief about how the world works, their thinking can be biased in favor of that belief. Therefore, one bedrock principle of science is to minimiz…