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David Williamson Shaffer: Tools of Quantitative Ethnography: Epistemic Network Analysis and nCoder

Basic reading:

Shaffer, D. W., Hatfield, D., Svarovsky, G. N., Nash, P., Nulty, A., Bagley, E., ... & Mislevy, R. (2009). Epistemic network analysis: A prototype for 21st-century assessment of learning. International Journal of Learning and Media 1 (2), 33-53. [Online]

Additional readings:

  • Shaffer, D.W., Borden, F., Srinivasan, A., Saucerman, J., Arastoopour, G., Collier, W., Ruis, A.R., & Frank, K. (unpublished). The nCoder: A Technique for Improving the Utility of Inter-Rater Reliability Statistics.
  • Comprehensive Tutorial on Epistemic Network Analysis Part #1 [Online on youtube]
  • Comprehensive Tutorial on Epistemic Network Analysis Part #2 [Online on youtube]

Additional Links:

  • Epistemic Network Analysis Homepage [Online]
  • nCoder [Online]
  • Models of situated action  [Online]
  • What good are statistics that don't generalize?  [Online]
  • Bike helmets of Amsterdam [Online]