Short answer

When designing visualizations intended to be used in context, consider not just the physical location but also the temporal flow, the user's current activity, and the social group they are part of.

Field
Modelling
Source
IEEE Transactions on Visualization and Computer Graphics (2021)
Method
Literature Survey and Theoretical Framework Development
Evidence
Moderate effect

Effective situated visualization requires considering temporal, activity-based, and community-based contexts, not solely spatial arrangements. This modelling research insight is drawn from a 2021 study published in IEEE Transactions on Visualization and Computer Graphics. Using Literature survey and theoretical framework development, researchers explored how this design variable affects real-world outcomes. The key design takeaway: When designing visualizations intended to be used in context, consider not just the physical location but also the temporal flow, the user's current activity, and the social group they are part of.

Study
ModellingHigh ImpactModerate effect

Situating Data: Beyond Spatial Understanding in Visualization Design

Effective situated visualization requires considering temporal, activity-based, and community-based contexts, not solely spatial arrangements.

IEEE Transactions on Visualization and Computer Graphics · 2021

01

Key Findings

  • 01Existing situated visualization research predominantly adopts a technology-centric, spatial understanding of situatedness.
  • 02Expanding situatedness to include temporal, activity-based, and community-based dimensions offers richer design possibilities.
02

Application

Design takeaway

When designing visualizations intended to be used in context, consider not just the physical location but also the temporal flow, the user's current activity, and the social group they are part of.

How to apply

When designing an augmented reality data display for a factory floor, consider how the visualization should change based on the time of day, the specific assembly task being performed, and whether the user is working alone or with a team.

Project actions

  • 01When defining the 'context' for your design project, think broadly about all the factors that influence how a user interacts with information.
  • 02Consider how your design could adapt to different times of day, user activities, or group dynamics.
03

Method & Evidence

AimHow can the concept of 'situatedness' in data visualization be expanded beyond purely spatial considerations to enhance relevance and user engagement?
MethodLiterature Survey and Theoretical Framework Development
ProcedureThe researchers conducted a comprehensive survey of 44 papers explicitly using the term 'situated visualization' to identify common themes, technologies, and application areas. They then developed five new perspectives on situatedness (space, time, place, activity, and community) informed by HCI theory and case studies, offering a more nuanced framework for design and research.
ContextData Visualization, Human-Computer Interaction, Augmented Reality

Variables

IVDimensions of situatedness (spatial, temporal, activity, community)
DVRelevance, engagement, usability of visualization
CVType of data, type of visualization, technology used
04

Strengths & Limitations

Strengths

  • +Provides a comprehensive survey of existing literature.
  • +Offers a novel, multi-dimensional framework for situatedness.

Limitations

It can be challenging to fully capture and model all aspects of temporal, activity, and community context within a single design.

Reliability & validity

The literature survey's reliability depends on the thoroughness of the search strategy and the interpretation of the selected papers. The validity of the proposed perspectives relies on their theoretical grounding and potential for empirical testing.

Think critically

How might a purely spatial approach to situated visualization lead to design failures, and in what scenarios would temporal or activity-based context be more critical?

05

Design Principles

"Contextualize data visualizations not only by physical space but also by temporal, activity-based, and community-based factors."

Traditional approaches to situated visualization often overemphasize the physical location of data displays. By broadening the definition of 'situatedness' to include time, activity, and social context, designers can create more relevant, impactful, and user-centered data visualizations.

06

What This Means for Your Design

When you show data to someone, it's not just about where they are, but also when it is, what they are doing, and who they are with.

How to use in your project

  • 1.Reference this research when discussing the importance of context in your design process, particularly when justifying design choices related to how and when your product is used.
07

Add to My Project

08

Quick Cite

Paragraph starter

The research by Bressa et al. (2021) highlights that situated visualization extends beyond spatial considerations, emphasizing the importance of temporal, activity-based, and community-based contexts. This broader understanding of situatedness is crucial for designing effective data representations that are relevant and engaging to users in their specific environments and workflows.

09

Source

IEEE Transactions on Visualization and Computer Graphics

What's the Situation with Situated Visualization? A Survey and Perspectives on Situatedness

journal · 2021

View source

Questions About This Research

What does the research say about situating data: beyond spatial understanding in visualization design?
When designing visualizations intended to be used in context, consider not just the physical location but also the temporal flow, the user's current activity, and the social group they are part of. Evidence: IEEE Transactions on Visualization and Computer Graphics (2021).
Why does "Situating Data: Beyond Spatial Understanding in Visualization Design" matter for design?
Traditional approaches to situated visualization often overemphasize the physical location of data displays. By broadening the definition of 'situatedness' to include time, activity, and social context, designers can create more relevant, impactful, and user-centered data visualizations.
How can designers apply this research?
When designing visualizations intended to be used in context, consider not just the physical location but also the temporal flow, the user's current activity, and the social group they are part of.
What were the main findings?
Existing situated visualization research predominantly adopts a technology-centric, spatial understanding of situatedness.. Expanding situatedness to include temporal, activity-based, and community-based dimensions offers richer design possibilities.
What research method was used?
Literature Survey and Theoretical Framework Development.
How strong is the evidence?
Evidence strength is rated Moderate effect, based on a 2021 journal from IEEE Transactions on Visualization and Computer Graphics.
What should I do differently in my next project?
When designing an augmented reality data display for a factory floor, consider how the visualization should change based on the time of day, the specific assembly task being performed, and whether the user is working alone or with a team.
What are the limitations?
The survey focused on papers explicitly using the term 'situated visualization,' potentially missing relevant work under different terminology. The proposed perspectives are theoretical and require empirical validation.