Integrating Visual Analytics Support for Grounded Theory Practice in Qualitative Text Analysis

dc.contributor.authorChandrasegaran, Senthilen_US
dc.contributor.authorBadam, Sriram Karthiken_US
dc.contributor.authorKisselburgh, Lorraineen_US
dc.contributor.authorRamani, Karthiken_US
dc.contributor.authorElmqvist, Niklasen_US
dc.contributor.editorHeer, Jeffrey and Ropinski, Timo and van Wijk, Jarkeen_US
dc.date.accessioned2017-06-12T05:22:33Z
dc.date.available2017-06-12T05:22:33Z
dc.date.issued2017
dc.description.abstractWe present an argument for using visual analytics to aid Grounded Theory methodologies in qualitative data analysis. Grounded theory methods involve the inductive analysis of data to generate novel insights and theoretical constructs. Making sense of unstructured text data is uniquely suited for visual analytics. Using natural language processing techniques such as parts-ofspeech tagging, retrieving information content, and topic modeling, different parts of the data can be structured and semantically associated, and interactively explored, thereby providing conceptual depth to the guided discovery process. We review grounded theory methods and identify processes that can be enhanced through visual analytic techniques. Next, we develop an interface for qualitative text analysis, and evaluate our design with qualitative research practitioners who analyze texts with and without visual analytics support. The results of our study suggest how visual analytics can be incorporated into qualitative data analysis tools, and the analytic and interpretive benefits that can result.en_US
dc.description.number3
dc.description.sectionheadersText and Time Visualization
dc.description.seriesinformationComputer Graphics Forum
dc.description.volume36
dc.identifier.doi10.1111/cgf.13180
dc.identifier.issn1467-8659
dc.identifier.pages201-212
dc.identifier.urihttps://doi.org/10.1111/cgf.13180
dc.identifier.urihttps://diglib.eg.org:443/handle/10.1111/cgf13180
dc.publisherThe Eurographics Association and John Wiley & Sons Ltd.en_US
dc.subjectH.5.2 [Computer Graphics]
dc.subjectInformation Interfaces and Presentation
dc.subjectUser Interfaces
dc.subjectInteraction styles
dc.titleIntegrating Visual Analytics Support for Grounded Theory Practice in Qualitative Text Analysisen_US
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