Objectives Increasingly, narrative assessment data are used to substantiate and enhance the robustness of assessor judgements. However, the interpretation of written assessment comments is inherently complex and relies on human (expert) judgements. The purpose of this study was to explore how expert assessors process and construe or bring meaning to narrative data when interpreting narrative assessment comments written by others in the setting of standardised performance assessment. Methods Narrative assessment comments on student communication skills and communication scores across six objective structured clinical examination stations were obtained for 24 final-year pharmacy students. Aggregated narrative data across all stations were sam...