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Process / pipelineIntercoder reliability coefficients

Gwet's AC1

Gwet's AC1 is a chance-corrected agreement coefficient introduced by Kilem Gwet in 2008 as a robust alternative to Cohen's and Fleiss' kappa. It targets the kappa paradox — the unsettling result where coders agree on the vast majority of units yet kappa is near zero because one category dominates — by estimating chance agreement in a way that does not collapse when category prevalence is extreme.

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  1. Gwet, K. L. (2008). Computing inter-rater reliability and its variance in the presence of high agreement. British Journal of Mathematical and Statistical Psychology, 61(1), 29–48. DOI: 10.1348/000711006X126600
  2. Cohen, J. (1960). A coefficient of agreement for nominal scales. Educational and Psychological Measurement, 20(1), 37–46. DOI: 10.1177/001316446002000104
  3. Scott, W. A. (1955). Reliability of content analysis: The case of nominal scale coding. Public Opinion Quarterly, 19(3), 321–325. DOI: 10.1086/266577

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 22). Gwet's AC1 Agreement Coefficient. ScholarGate. https://scholargate.app/sw/communication/gwet-ac1-reliability

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ScholarGateGwet's AC1 (Gwet's AC1 Agreement Coefficient). Imepatikana 2026-06-24 kutoka https://scholargate.app/sw/communication/gwet-ac1-reliability · Seti ya data: https://doi.org/10.5281/zenodo.20539026