Operationalization
Definition
Operationalization translates an abstract concept into observable criteria.
It defines how a concept should be recognized or measured. In the project context, this results in concrete features, measurement methods, and decision rules.
Simply explained
From “good service” to verifiable questions such as response time and resolved issues.
Why it matters in practice
AI projects need clear target metrics so that progress can be evaluated.
Example from business
Hypothetical example: A team defines answer quality by correctness, completeness, and appropriate sources.
Limits and pitfalls
- An easily measurable metric can only partially capture the actual goal.
Origin & history
The term originates especially from empirical research and methodology.
Use in mid-sized companies
- SMEs can translate vague expectations into realistic acceptance criteria.
Frequently asked questions
Is the metric the concept itself?
No, it is a justified approximation.
Sources
- Psychology 2e, Approaches to Research — · OpenStax: Psychology 2e, Approaches to Research —
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