Construct–Assessment Dataset for Human Factors in Air Traffic Controller Training: A Scoping Review of Constructs, Contexts and Assessment Approaches

Public construct–assessment dataset associated with manuscript IJHFE-355839. The dataset contains 207 construct–assessment records across 63 included empirical sources, with source identifiers, participant status, primary training context, human-factor constructs, assessment approaches and measures, construct-level findings, source-location traceability, descriptive caveats, and final D1–D6 analytical-domain coding. Internal workflow directives from the working charting file were rewritten as descriptive research-data notes without changing scientific codes or results.