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Qualitative Risk Limitations
The constraints of qualitative risk methods, subjective ratings, poor comparability across raters, inability to combine or compare in dollar terms, that motivate using quantitative methods like FAIR for certain decisions.
Qualitative approaches are useful but limited: ratings depend on the rater, two people can call the same risk different things, results are hard to compare or aggregate, and they don't translate into the financial terms many decisions need. These limitations are explicit motivation for FAIR-style quantitative analysis, where ranges and probability allow combination, comparison, and dollar-level reasoning. Recognizing the limits of qualitative methods helps decide when to invest in quantitative work.
Introduced in: Risk Quantification with FAIR
Examples
- Two analysts rating the same risk differently with no clear arbiter.
- Struggling to compare qualitative risks across categories.
- Choosing FAIR for a decision that needs dollar-level reasoning.
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