An Analysis of the Interplay and Mutual Benefits of Grounded Theory and Visualization

Kurzanzeige
dc.contributor.authorDiehl, Alexandra
dc.contributor.authorRahman, Alfie Abdul-
dc.contributor.authorBach, Benjamin
dc.contributor.authorEl-Assady, Mennatallah
dc.contributor.authorKraus, Matthias
dc.contributor.authorLaramee, Robert S.
dc.contributor.authorKeim, Daniel A.
dc.contributor.authorChen, Min
dc.date.accessioned2025-02-10T08:21:23Z
dc.date.available2025-02-10T08:21:23Z
dc.date.issued2025-09
dc.description.abstractGrounded theory (GT) is a research methodology that entails a systematic workflow for theory generation grounded on emergent data. In this paper, we juxtapose GT workflows with typical workflows in visualization and visual analytics (VIS), unveiling the characteristics shared by these workflows. We explore the research landscape of VIS to study where GT is applied to generate VIS theories, explicitly as well as implicitly. We discuss “why” GT can potentially play a significant role in VIS. We outline a “how” methodology for conducting GT research in VIS, which addresses the need for theoretical advancement in VIS while benefiting from other methods and techniques in VIS. We illustrate this “how” methodology with a use case of adopting GT approaches in studying visualization guidelines.
dc.description.versionpublisheddeu
dc.identifier.doi10.1109/tvcg.2024.3452985
dc.identifier.ppn1948615606
dc.identifier.urihttps://kops.uni-konstanz.de/handle/123456789/72251
dc.language.isoeng
dc.rightsterms-of-use
dc.rights.urihttps://rightsstatements.org/page/InC/1.0/
dc.subjectGuidelines
dc.subjectData visualization
dc.subjectEncoding
dc.subjectSocial sciences
dc.subjectCognition
dc.subjectPipelines
dc.subjectVisualization
dc.subjectTheory
dc.subjectMethods
dc.subjectVisual Analytics
dc.subjectGrounded Theory
dc.subject.ddc004
dc.titleAn Analysis of the Interplay and Mutual Benefits of Grounded Theory and Visualizationeng
dc.typeJOURNAL_ARTICLE
dspace.entity.typePublication
kops.citation.bibtex
@article{Diehl2025-09Analy-72251,
  title={An Analysis of the Interplay and Mutual Benefits of Grounded Theory and Visualization},
  year={2025},
  doi={10.1109/tvcg.2024.3452985},
  number={9},
  volume={31},
  issn={1077-2626},
  journal={IEEE Transactions on Visualization and Computer Graphics (T-VCG)},
  pages={5462--5479},
  author={Diehl, Alexandra and Rahman, Alfie Abdul- and Bach, Benjamin and El-Assady, Mennatallah and Kraus, Matthias and Laramee, Robert S. and Keim, Daniel A. and Chen, Min}
}
kops.citation.iso690DIEHL, Alexandra, Alfie Abdul- RAHMAN, Benjamin BACH, Mennatallah EL-ASSADY, Matthias KRAUS, Robert S. LARAMEE, Daniel A. KEIM, Min CHEN, 2025. An Analysis of the Interplay and Mutual Benefits of Grounded Theory and Visualization. In: IEEE Transactions on Visualization and Computer Graphics (T-VCG). IEEE. 2025, 31(9), S. 5462-5479. ISSN 1077-2626. eISSN 1941-0506. Verfügbar unter: doi: 10.1109/tvcg.2024.3452985deu
kops.citation.iso690DIEHL, Alexandra, Alfie Abdul- RAHMAN, Benjamin BACH, Mennatallah EL-ASSADY, Matthias KRAUS, Robert S. LARAMEE, Daniel A. KEIM, Min CHEN, 2025. An Analysis of the Interplay and Mutual Benefits of Grounded Theory and Visualization. In: IEEE Transactions on Visualization and Computer Graphics (T-VCG). IEEE. 2025, 31(9), pp. 5462-5479. ISSN 1077-2626. eISSN 1941-0506. Available under: doi: 10.1109/tvcg.2024.3452985eng
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