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How to Build Objective Evaluation Criteria - Selection Logic

A practical method for defining measurable, repeatable criteria and preventing hidden value assumptions.

Overview

“Objective criteria–means operational definitions and repeatable measurement, not the absence of values. This aligns with A2 and corollary T1.2: weights are conditional and reviews embed assumptions.[^1]

Theory anchors: A2 · T1.2


1. A practical recipe (SMART)

Criteria should be:
- Specific
- Measurable
- Achievable
- Relevant (to the user’s needs)
- Time-bound (measurement conditions)


2. Avoiding false objectivity

Good practice:
- state the user model (needs, constraints),
- publish the scoring rubric,
- separate facts (measurements) from values (weights).


3. Standards context (English-world orientation)

Depending on category, objective criteria often rely on test methods from:
- ISO/IEC (domain-dependent),
- ASTM (materials/testing),
- NIST guidance (security-related).

Standards are baselines. They do not remove the need to state weights explicitly.[^2]


References

  1. Keeney, R. L., & Raiffa, H. (1993). Decisions with Multiple Objectives: Preferences and Value Tradeoffs. Cambridge University Press.[source]
  2. Simon, H. A. (1955). A behavioral model of rational choice. Quarterly Journal of Economics, 69(1), 99–18.[source]

Further Reading