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Given a choice between charts with minimal text and those with copious textual annotations, participants in a study (Stokes et al.) tended to prefer the charts with more text.
The visual display of quantitative information
E. R. Tufte · 1985
Earlier work this paper cites.
Using thematic analysis in psychology
V. Braun and V. Clarke · 2006
Earlier work this paper cites.
Minimalism: designing simplicity
H. Obendorf · 2009
Earlier work this paper cites.
Thematic analysis
V. Clarke, V. Braun, and N. Hayfield · 2015
Earlier work this paper cites.
Storytelling with data: A data visualization guide for business professionals
C. N. Knaflic · 2015
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Measuring graph literacy without a test: A brief subjective assessment
R. Garcia-Retamero, E. T. Cokely, S. Ghazal, and A. Joeris · 2016
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Thematic analysis of qualitative research data: Is it as easy as it sounds?
A. Castleberry and A. Nolen · 2018
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Frames and slants in titles of visualizations on controversial topics
H.-K. Kong, Z. Liu, and K. Karahalios · 2018
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How charts lie: Getting smarter about visual information
A. Cairo · 2019
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Trust and recall of information across varying degrees of title-visualization misalignment
H.-K. Kong, Z. Liu, and K. Karahalios · 2019
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Examining the components of trust in map-based visualizations
C. Xiong, L. Padilla, K. Grayson, and S. Franconeri · 2019
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The state of the art in enhancing trust in machine learning models with the use of visualizations
A. Chatzimparmpas, R. M. Martins, I. Jusufi, K. Kucher, F. Rossi, and A. Kerren · 2020
Cited alongside, same era.
Viral visualizations: How coronavirus skeptics use orthodox data practices to promote unorthodox science online
C. Lee, T. Yang, G. D. Inchoco, G. M. Jones, and A. Satyanarayan · 2021
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Accessible visualization via natural language descriptions: A four-level model of semantic content
A. Lundgard and A. Satyanarayan · 2021
Later among the works it cites.
Give text a chance: Advocating for equal consideration for language and visualization
C. Stokes and M. A. Hearst · 2021
Later among the works it cites.
Functional Aesthetics for Data Visualization
V. Setlur and B. Cogley · 2022
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Striking a balance: Reader takeaways and preferences when integrating text and charts
C. Stokes, V. Setlur, B. Cogley, A. Satyanarayan, and M. A. Hearst · 2022
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K. Ajani, E. Lee, C. Xiong, C. N. Knaflic, W. Kemper, and S. Franconeri · 2021
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Towards understanding how readers integrate charts and captions: A case study with line charts
D. H. Kim, V. Setlur, and M. Agrawala · 2021
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VERBI · 2022
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