ATLASResearch
methods
ACROSS FAMILIES/ Analysis

Intercoder reliability

Assess consistency of code application

Intercoder reliability evaluates how consistently independent coders apply a defined coding scheme to the same material. Depending on the design, statistics such as Cohen's kappa or Krippendorff's alpha address agreement beyond raw percentages or accommodate particular coding structures. This is a quality procedure for approaches seeking reproducible coding, not a universal requirement for interpretative qualitative research.

WHEN IT FITS

Use when stable category application across coders is part of the methodological objective. Define coding units and rules before assessing agreement, and choose a statistic appropriate to the data structure.

Strengths

  • Identifies ambiguous codes and training needs
  • Supports transparent reproducibility claims for a coding frame

Limitations

  • High agreement can coexist with invalid categories
  • Chance-corrected statistics depend on prevalence and coding design

Know the boundary

It does not validate interpretations by itself and is not a default criterion for reflexive thematic analysis.

USED ACROSS
Banking & financeBusiness & MBAPsychologyComputer scienceEducation