Coding

Readings

How we code.

Shaffer, D. W., & Ruis, A. R. (2021). In: Advances in Quantitative Ethnography. Communications in Computer and Information Science Series. Vol. 1312., pp. 62-77. Cham, Switzerland: Springer Nature.

D/discourse, C/codes; Fairness; Code validation, Inter-rater reliability testing; Test sets

nCoder+: A Semantic Tool for Improving Recall of nCoder Coding.

Cai, Z., Siebert-Evenstone, A., Eagan, B., Shaffer, D.W., Hu, X., & Graesser, A.C. (2019). In: Advances in Quantitative Ethnography. Communications in Computer and Information Science Series. Vol. 1112., pp 41-54. Cham, Switzerland: Springer Nature.

Inductive vs. deductive coding; Automated coding; Regular expressions; Kappa, Rho

Using Topic Modeling for Code Discovery in Large Scale Text Data.

Cai, Z., Siebert-Evenstone, A., Eagan, B., & Shaffer D.W. (2019). In: Advances in Quantitative Ethnography. Communications in Computer and Information Science Series. Vol. 1312., pp. 18–31. Cham, Switzerland: Springer Nature.

Code Development; Coding and Validating Through nCoder; Case example

Podcasts

Valid and Reliable.

Danielle Espino and Seung Lee @ The QE Podcast by the Learning Analytics program in the Department of Educational Psychology, University of Wisconsin-Madison

Code development and coding; Validity of codes, Inter-rater reliability

Tools

ncodeR R package

nCoder web tool

nCoder:
Automated coding web tool for developing and applying regular expressions to data, compute inter-rater reliability and Rho.

ROCK R package

iROCK user interface

Reproducible Open Coding Kit (ROCK):
Standard for organizing and coding qualitative data implemented in an R package and a rudimentary graphical user interface

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