Validity, reliability, comparability, and fairness are not just measurement issues, but social values that have meaning and force outside of measurement wherever evaluative judgments and decisions are made.
Messick, S. (1994). The Interplay of Evidence and Consequences in the Validation of Performance Assessments. Educational Researcher, 23(2), 13–23.