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Minimalism in information visualization: attitudes towards maximizing the data-ink ratio

Published: 28 August 2007 Publication History

Abstract

Motivation -- To evaluate people's acceptance of the minimalist approach to information visualization.
Research approach -- Eighty seven students, divided into three experimental conditions, rated their preference for two different graphs displaying identical information - a standard bar-graph and a minimalist version. Both versions were taken from Tufte (1983).
Findings/Design -- The results indicate a clear preference of non-minimalist bar-graphs, suggesting low acceptance of minimalist design principles such as high data-ink ratio.
Research limitations/Implications -- Subjects had no prior experience with the minimalist graph and therefore familiarity might have an effect on the results.
Originality/Value -- The research contributes empirical results on people's preferences to the mostly theoretical/ideological debate over approaches to the presentation of quantitative information.
Take away message -- People did not like Tufte's minimalist design of bar-graphs; they seem to prefer "chartjunk" instead.

References

[1]
Blasio, A., Bisantz, A, (2002). A comparison of the effects of data-ink ratio on performance with dynamic displays in a monitoring task. International journal of industrial ergonomics, 30(2).
[2]
Gillan, D. J., Richman, E. H., (1994). Minimalism and the syntax of graphs. Human Factors, 36 (4).
[3]
Hekkert, P., Snelders, D., & van Wieringen, P. C. W. (2003). Most advanced, yet acceptable: Typicality and novelty as joint predictors of aesthetic preference in industrial design. British Journal of Psychology, 94.
[4]
Karvonen, K. (2000). The beauty of simplicity. In Proceedings of the ACM Conference on Universal Usability. Arlington, VA: The Association of Computing Machinery.
[5]
Lavie, T., Tractinsky, N., (2004). Assessing dimensions of perceived visual aesthetics of web sites. International journal of human-computer studies, 60 (3).
[6]
Mollerup, p. (2007). Simplicity. Design Research Quarterly, 2 (1).
[7]
Nasar, J. L. (1998). The evaluative image of the city. Sage, Thousand Oaks, CA.
[8]
Nielsen, J. (1999). Designing web usability: The practice of simplicity. New Riders Publishing, Indiana.
[9]
Norman, D. (2007). Simplicity is highly overrated. Interactions, 14 (2).
[10]
Porteous, J. D. (1996). Environmental aesthetics: Ideas, politics and planning. Routledge, NY.
[11]
Tractinsky, N., Meyer, J. (1999). Chartjunk or goldgraph? Effects of presentation objectives and content desirability on information presentation. MIS Quarterly 23 (3).
[12]
Tufte, E. R., (1983). The visual display of quantitative information. Graphics Press, Cheshire, CN.
[13]
Tufte, E. R., (2006). Beautiful evidence. Graphics Press, Cheshire, CN.

Cited By

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  • (2024)What We Augment When We Augment Visualizations: A Design Elicitation Study of How We Visually Express Data RelationshipsProceedings of the 2024 International Conference on Advanced Visual Interfaces10.1145/3656650.3656666(1-5)Online publication date: 3-Jun-2024
  • (2024)VisRecall++: Analysing and Predicting Visualisation Recallability from Gaze BehaviourProceedings of the ACM on Human-Computer Interaction10.1145/36556138:ETRA(1-18)Online publication date: 28-May-2024
  • (2024)Same Data, Diverging Perspectives: The Power of Visualizations to Elicit Competing InterpretationsIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2024.338851530:6(2995-3007)Online publication date: Jun-2024
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Information

Published In

cover image ACM Conferences
ECCE '07: Proceedings of the 14th European conference on Cognitive ergonomics: invent! explore!
August 2007
334 pages
ISBN:9781847998491
DOI:10.1145/1362550
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Sponsors

  • The British Computer Society
  • ACM: Association for Computing Machinery
  • SIGCHI: Specialist Interest Group in Computer-Human Interaction of the ACM
  • Interactions, the Human-Computer Interaction Specialist Group of the BCS
  • Middlesex University, London, School of Computing Science
  • European Office of Aerospace Research and Development, Air Force Office of Scientific Research, United States Air Force Research Laboratory
  • EACE: European Association of Cognitive Ergonomics
  • Brunel University, West London, Department of Information Systems and Computing

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 28 August 2007

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Author Tags

  1. Tufte
  2. chartjunk
  3. information visualization
  4. minimalist design

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  • Research-article

Conference

ECCE07
Sponsor:
ECCE07: European Conference on Cognitive Ergonomics 2007
August 28 - 31, 2007
London, United Kingdom

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Overall Acceptance Rate 56 of 91 submissions, 62%

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Cited By

View all
  • (2024)What We Augment When We Augment Visualizations: A Design Elicitation Study of How We Visually Express Data RelationshipsProceedings of the 2024 International Conference on Advanced Visual Interfaces10.1145/3656650.3656666(1-5)Online publication date: 3-Jun-2024
  • (2024)VisRecall++: Analysing and Predicting Visualisation Recallability from Gaze BehaviourProceedings of the ACM on Human-Computer Interaction10.1145/36556138:ETRA(1-18)Online publication date: 28-May-2024
  • (2024)Same Data, Diverging Perspectives: The Power of Visualizations to Elicit Competing InterpretationsIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2024.338851530:6(2995-3007)Online publication date: Jun-2024
  • (2024)Towards Visualization Thumbnail Designs That Entice Reading Data-Driven ArticlesIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2023.327830430:8(4825-4840)Online publication date: Aug-2024
  • (2024)Visual harmony: text-visual interplay in circular infographicsJournal of Visualization10.1007/s12650-024-00957-327:2(255-271)Online publication date: 1-Apr-2024
  • (2023)Understanding healthcare providers’ electronic health record (EHR) interface preferences via conjoint analysisInternational Journal of Medical Informatics10.1016/j.ijmedinf.2023.105060174(105060)Online publication date: Jun-2023
  • (2023)Data VisualisationTeaching Science Students to Communicate: A Practical Guide10.1007/978-3-030-91628-2_7(57-68)Online publication date: 26-Apr-2023
  • (2022)Communicating Measurement Outcomes with (Better) GraphicsEducational Measurement: Issues and Practice10.1111/emip.1251941:3(5-13)Online publication date: 15-Jun-2022
  • (2022)VisRecall: Quantifying Information Visualisation Recallability via Question AnsweringIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2022.319816328:12(4995-5005)Online publication date: 1-Dec-2022
  • (2022)Declutter and Focus: Empirically Evaluating Design Guidelines for Effective Data CommunicationIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2021.306833728:10(3351-3364)Online publication date: 1-Oct-2022
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