mlsanityData to 13 Oct 2026

Dashboard Design Patterns

arXiv 2205.00757 ↗First posted 2 May 2022cs.HCcited by 4

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Abstract (arXiv)

This paper introduces design patterns for dashboards to inform dashboard design processes. Despite a growing number of public examples, case studies, and general guidelines there is surprisingly little design guidance for dashboards. Such guidance is necessary to inspire designs and discuss tradeoffs in, e.g., screenspace, interaction, or information shown. Based on a systematic review of 144 dashboards, we report on eight groups of design patterns that provide common solutions in dashboard design. We discuss combinations of these patterns in dashboard genres such as narrative, analytical, or embedded dashboard. We ran a 2-week dashboard design workshop with 23 participants of varying expertise working on their own data and dashboards. We discuss the application of patterns for the dashboard design processes, as well as general design tradeoffs and common challenges. Our work complements previous surveys and aims to support dashboard designers and researchers in co-creation, structured design decisions, as well as future user evaluations about dashboard design guidelines. Detailed pattern descriptions and workshop material can be found online: https://dashboarddesignpatterns.github.io

Key facts. Cited by 4 papers in the map (data through 13 Oct 2026). First posted on arXiv 2 May 2022.

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Citing papers per year: 2024: 1; 2025: 1; 2026: 2.

4 papers.