Network analysis for the visualization and analysis of qualitative data

Journal article

Pokorny, Jennifer J., Norman, Alex, Zanesco, Anthony P., Bauer-Wu, Susan, Sahdra, Baljinder K. and Saron, Clifford D.. (2018). Network analysis for the visualization and analysis of qualitative data. Psychological Methods. 23(1), pp. 169 - 183. https://doi.org/10.1037/met0000129
AuthorsPokorny, Jennifer J., Norman, Alex, Zanesco, Anthony P., Bauer-Wu, Susan, Sahdra, Baljinder K. and Saron, Clifford D.
Abstract

We present a novel manner in which to visualize the coding of qualitative data that enables representation and analysis of connections between codes using graph theory and network analysis. Network graphs are created from codes applied to a transcript or audio file using the code names and their chronological location. The resulting network is a representation of the coding data that characterizes the interrelations of codes. This approach enables quantification of qualitative codes using network analysis and facilitates examination of associations of network indices with other quantitative variables using common statistical procedures. Here, as a proof of concept, we applied this method to a set of interview transcripts that had been coded in 2 different ways and the resultant network graphs were examined. The creation of network graphs allows researchers an opportunity to view and share their qualitative data in an innovative way that may provide new insights and enhance transparency of the analytical process by which they reach their conclusions. (PsycINFO Database Record (c) 2019 APA, all rights reserved)

Year2018
JournalPsychological Methods
Journal citation23 (1), pp. 169 - 183
PublisherAmerican Psychological Association Inc.
ISSN1082-989X
Digital Object Identifier (DOI)https://doi.org/10.1037/met0000129
Scopus EID2-s2.0-85043387100
Page range169 - 183
Research GroupInstitute for Positive Psychology and Education
Publisher's version
File Access Level
Controlled
Place of publicationUnited States of America
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MacLean, K. A., Ferrer, E., Aichele, S. R., Bridwell, D. A., Zanesco, Anthony P., Jacobs, T. L., King, B. G., Rosenberg, E. L., Sahdra, Baljinder, Shaver, P. R., Wallace, B. Alan, Mangun, G. R. and Saron, Clifford D.. (2010). Intensive meditation training improves perceptual discrimination and sustained attention. Psychological Science. 21(6), pp. 829 - 839. https://doi.org/10.1177/0956797610371339
A scale to measure nonattachment : A buddhist complement to western research on attachment and adaptive functioning
Sahdra, Baljinder, Shaver, Phillip and Brown, Kirk. (2010). A scale to measure nonattachment : A buddhist complement to western research on attachment and adaptive functioning. Journal of Personality Assessment. 92(2), pp. 116 - 127. https://doi.org/10.1080/00223890903425960
Group identification and historical memory
Sahdra, Baljinder and Ross, Michael. (2007). Group identification and historical memory. Personality and Social Psychology Bulletin. 33(3), pp. 384 - 395. https://doi.org/10.1177/0146167206296103