Integrating Visual Analytics Support for Grounded Theory Practice in Qualitative Text Analysis
Date
2017Author
Chandrasegaran, Senthil
Badam, Sriram Karthik
Kisselburgh, Lorraine
Ramani, Karthik
Elmqvist, Niklas
Metadata
Show full item recordAbstract
We 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.
BibTeX
@article {10.1111:cgf.13180,
journal = {Computer Graphics Forum},
title = {{Integrating Visual Analytics Support for Grounded Theory Practice in Qualitative Text Analysis}},
author = {Chandrasegaran, Senthil and Badam, Sriram Karthik and Kisselburgh, Lorraine and Ramani, Karthik and Elmqvist, Niklas},
year = {2017},
publisher = {The Eurographics Association and John Wiley & Sons Ltd.},
ISSN = {1467-8659},
DOI = {10.1111/cgf.13180}
}
journal = {Computer Graphics Forum},
title = {{Integrating Visual Analytics Support for Grounded Theory Practice in Qualitative Text Analysis}},
author = {Chandrasegaran, Senthil and Badam, Sriram Karthik and Kisselburgh, Lorraine and Ramani, Karthik and Elmqvist, Niklas},
year = {2017},
publisher = {The Eurographics Association and John Wiley & Sons Ltd.},
ISSN = {1467-8659},
DOI = {10.1111/cgf.13180}
}