Cover Image

A Critical Reflection on the Values and Assumptions in Data Visualization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Saharan, Shehryar, Al-Hazwani, Ibrahim, Meyer, Miriah, Garrison, Laura
Format:	Preprint
Published:	2026
Subjects:	Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Data Humanism Decoded: A Characterization of its Principles to Bridge Data Visualization Researchers and Practitioners
by: Al-Hazwani, Ibrahim, et al.
Published: (2025)

"It looks sexy but it's wrong." Tensions in creativity and accuracy using genAI for biomedical visualization
by: Ziman, Roxanne, et al.
Published: (2025)

Reflections on Traceability for Visualization Research
by: Rogers, Jen, et al.
Published: (2026)

Manifesto for Putting 'Chartjunk' in the Trash 2021!
by: Akbaba, Derya, et al.
Published: (2021)

Deconstructing Implicit Beliefs in Visual Data Journalism: Unstable Meanings Behind Data as Truth & Design for Insight
by: Zhang, Ke Er Amy, et al.
Published: (2025)

When the Body Became Data: Historical Data Cultures and Anatomical Illustration
by: Correll, Michael, et al.
Published: (2024)

Data Melodification FM: Where Musical Rhetoric Meets Sonification
by: Zhang, Ke Er Amy, et al.
Published: (2025)

Characterizing Creativity in Data Visualization: Reflections and Future Directions
by: Ma, Tianwei, et al.
Published: (2025)

Towards Narrative Medical Visualization
by: Meuschke, Monique, et al.
Published: (2021)

Iceberg Sensemaking: A Process Model for Critical Data Analysis and Visualization
by: Berret, Charles, et al.
Published: (2022)

Reflecting Human Values in XAI: Emotional and Reflective Benefits in Creativity Support Tools
by: Cox, Samuel Rhys, et al.
Published: (2025)

Reflections on Visualization in Motion for Fitness Trackers
by: Islam, Alaul, et al.
Published: (2024)

Teaching Critical Visualization: A Field Report
by: McNutt, Andrew, et al.
Published: (2025)

Untangling Rhetoric, Pathos, and Aesthetics in Data Visualization
by: Prantl, Verena Ingrid, et al.
Published: (2023)

A Composable Agentic System for Automated Visual Data Reporting
by: Gyarmati, Péter Ferenc, et al.
Published: (2025)

Guided Statistical Workflows with Interactive Explanations and Assumption Checking
by: Zhang, Yuqi, et al.
Published: (2024)

Development of the Critical Reflection and Agency in Computing Index
by: Padiyath, Aadarsh, et al.
Published: (2025)

What is the message? Perspectives on Visual Data Communication
by: Schuster, Regina, et al.
Published: (2023)

Practitioners' Perspectives on Designing Data Visualizations for the General Public
by: Schuster, Regina, et al.
Published: (2023)

Identifying Framing Practices in Visualization Design Through Practitioner Reflections
by: Shukla, Prakash, et al.
Published: (2025)

A Taxonomy of Questions for Critical Reflection in Machine-Assisted Decision-Making
by: Fischer, Simon W. S., et al.
Published: (2025)

Reflections on Teaching Data Storytelling at the Journalism School
by: Lan, Xingyu
Published: (2024)

Momentary Stressor Logging and Reflective Visualizations: Implications for Stress Management with Wearables
by: Neupane, Sameer, et al.
Published: (2024)

DataCrumb: A Physical Probe for Reflections on Background Web Tracking
by: Shalawadi, Sujay, et al.
Published: (2026)

Lost in Magnitudes: Exploring Visualization Designs for Large Value Ranges
by: Batziakoudi, Katerina, et al.
Published: (2024)

The Fuzzy Front Ends: Reflections on the Never-Ending Story of Visualization Co-Design
by: Wei, Wei, et al.
Published: (2026)

Reflections on Designing and Running Visualization Design and Programming Activities in Courses with Many Students
by: Knudsen, Søren, et al.
Published: (2023)

Reflecting on Design Paradigms of Animated Data Video Tools
by: Shen, Leixian, et al.
Published: (2025)

Talking About the Assumption in the Room
by: Mothilal, Ramaravind Kommiya, et al.
Published: (2025)

"Being Simple on Complex Issues" -- Accounts on Visual Data Communication about Climate Change
by: Schuster, Regina, et al.
Published: (2022)

ChatGraPhT: A Visual Conversation Interface for Multi-Path Reflection with Agentic LLM Support
by: Kimm, Geoff, et al.
Published: (2025)

Supporting Reflection and Forward-Looking Reasoning With Data-Driven Questions
by: Fischer, Simon WS, et al.
Published: (2026)

Vibrotactile versus Visual Stimulation in Learning the Piano
by: Coscia, Matteo A., et al.
Published: (2024)

Estimating Perceptual Attributes of Haptic Textures Using Visuo-Tactile Data
by: Awan, Mudassir Ibrahim, et al.
Published: (2025)

Designing Value-Centered Consent Interfaces: A Mixed-Methods Approach to Support Patient Values in Data-Sharing Decisions
by: Leimstädtner, David, et al.
Published: (2024)

Tensions between Preference and Performance: Designing for Visual Exploration of Multi-frequency Medical Network Data
by: Knoll, Christian, et al.
Published: (2024)

PLUTO: A Public Value Assessment Tool
by: Koesten, Laura, et al.
Published: (2025)

Better Assumptions, Stronger Conclusions: The Case for Ordinal Regression in HCI
by: Syiem, Brandon Victor, et al.
Published: (2026)

A Design Space for the Critical Validation of LLM-Generated Tabular Data
by: Sachdeva, Madhav, et al.
Published: (2025)

Designing for Disclosure in Data Visualizations
by: Mehta, Krisha, et al.
Published: (2025)