Verbatim · Inter-coder reliability

Krippendorff's alpha (nominal)

Any number of coders, missing data permitted; the recommended general-purpose reliability index for content analysis. Bootstrap CI per Hayes & Krippendorff (2007).

alpha = 1 - Do/De, from the coincidence matrix on the nominal metric (delta_ck = 1 if c!=k)

Measurement level
nominal
Coders
Any number of coders; coverage may be unequal.
Seminal reference
Krippendorff (2004), Content Analysis 2nd ed., Ch.11; Krippendorff (2011/2007) Computing Krippendorff's Alpha-Reliability

Benchmark bands

Benchmarks are reporting guidance, not strict cut-offs — the engine presents them with their source.

AgreementReadingSource
0.80 – 1.0acceptableKrippendorff (2004), p.241; Hayes & Krippendorff (2007) p.79 — rely on variables with alpha>=.80
0.67 – 0.80tentativeKrippendorff (2004), p.241 — draw tentative conclusions in the .667-.80 range
-1.0 – 0.67insufficientKrippendorff (2004), p.241

Verbatim computes Krippendorff's alpha (nominal) with a deterministic, golden-verified math kernel — never a language model — with a bootstrap confidence interval and full provenance (coder + unit + kernel + fixture + run-id). The number is measured; the interpretation stays yours.

Measure this in the workshop →