Publications

Selected work

Visualization Literacy

Mini-VLAT: A Short and Effective Measure of Visualization Literacy

S Pandey, A Ottley

Computer Graphics Forum, 42(3) · 2023

Visualization Literacy or Skillset? Beyond the Analogy to Textual Literacy

M Solen, S Pandey, F Moosvi, A Ottley, T Munzner

IEEE VIS Workshop on Visualization for Communication · 2025

AI / LLM

Benchmarking Visual Language Models on Standardized Visualization Literacy Tests

S Pandey, A Ottley

Computer Graphics Forum, 44(3) · 2025

Trust in Visualization

Do You Trust What You See? Toward a Multidimensional Measure of Trust in Visualization

S Pandey, OG McKinley, RJ Crouser, A Ottley

2023 IEEE Visualization and Visual Analytics (VIS), 26–30

Trustworthy by Design: The Viewer's Perspective on Trust in Data Visualization

O McKinley, S Pandey, A Ottley

Proceedings of the CHI Conference on Human Factors in Computing Systems · 2025

Building and Eroding: Exogenous and Endogenous Factors that Influence Subjective Trust in Visualization

RJ Crouser, S Matoussi, L Kung, S Pandey, OG McKinley, A Ottley

2024 IEEE Visualization and Visual Analytics (VIS), 306–310

Visualization Communication

User Engagement with COVID-19 Visualizations on Twitter

R Kasumba, S Pandey, V Patel, M Wolfson, A Ottley

IEEE VIS Workshop on Visualization for Communication · 2023

Environment & Data Science

Estimating PM2.5 Concentrations at Public Schools in North Carolina Using Multiple Data Sources and Interpolation Methods

R Carroll, P Bailey, S Pandey, MC Dana, T Snyder

Scientific Reports, 15, 42600 · 2025

Beyond the Classroom

R Carroll, D McCalla, P Bailey, S Pandey, T Snyder

White Paper, American Institutes for Research

Environmental Determinants of Student Achievement in North Carolina

R Carroll, D McCalla, P Bailey, S Pandey, T Snyder

White Paper, American Institutes for Research