Data Coding and Segmentation

Important QE papers on data coding, coding validation & segmentation, and resources on the nCoder webtool (an automated text coding tool), nCodeR (R package for automated text coding), and Open Science and the Reproducible Open Coding Kit (ROCK), a text segmentation tool.

Shaffer, D. W., & Ruis, A. R. (2021, February). How we code. In International Conference on Quantitative Ethnography (pp. 62-77). Springer, Cham.

This paper provides guidelines for good coding practice and highlights some of the issues and key questions that quantitative ethnographers and other researchers should consider when coding data.

Siebert-Evenstone, A. L., Irgens, G. A., Collier, W., Swiecki, Z., Ruis, A. R., & Shaffer, D. W. (2017). In Search of Conversational Grain Size: Modelling Semantic Structure Using Moving Stanza Windows. Journal of Learning Analytics, 4(3), 123-139.

This paper examines the affordances of temporal segmentation (stanza) for modelling connections in discourse.

Zörgő, S., Swiecki, Z., & Ruis, A. R. (2021, February). Exploring the Effects of Segmentation on Semi-structured Interview Data with Epistemic Network Analysis. In International Conference on Quantitative Ethnography (pp. 78-90). Springer, Cham.

This paper examines the effects of different segmentation decisions on population- and individual-level model features via epistemic network analysis.

QE Tutorial: Data Preparation

A short introduction to formatting datasets for Quantitative Ethnography.

nCoder Webtool & nCodeR

Introduction to Automated Coding and nCoder, ICQE'22, Jaeyoon Choi, Amanda Siebert-Evenstone and Seung Lee

This workshop explores quantitative ethnographic analysis using Codey and nCoder, explains the underlying theory of the tools, and discusses basic use and common strategies.

Open Science and the Reproducible Open Coding Kit (ROCK)

Open Science and the Reproducible Open Coding Kit (ROCK), ICQE’22, workshop materials by Szilvia Zörgő & Gjalt-Jorn Ygram Peters

This workshop walks through the fundamentals of the Reproducible Open Coding Kit (ROCK) with a special focus on how it can be employed for QE analyses.