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Glossary

Expected Monetary Value (EMV)

The probability-weighted average cost or benefit of a risk event, calculated by multiplying the probability of occurrence by the financial impact.

Maintained by Adam O’NeillDirector, QRA SpecialistLast reviewed

Expected Monetary Value (EMV) is the simplest way to put a number on a risk. If there is a 30% chance that a ground investigation will reveal contamination costing £500,000 to remediate, the EMV of that risk is 0.30 × £500,000 = £150,000. This is not a prediction that the remediation will cost £150,000 — it will either cost £500,000 or nothing — but it is the statistically fair amount to set aside across a large number of similar risks. EMV is the building block of expected value reasoning in project risk management.

EMV is used in several ways in project controls. In a risk register, it provides a consistent basis for comparing and prioritising risks — a risk with a high probability and low impact might have the same EMV as one with a low probability and high impact, and both deserve similar attention. In a cost risk analysis, the sum of EMVs for all identified risks gives a rough estimate of the total expected risk exposure — though this approach ignores correlation and does not capture the full shape of the distribution the way a Monte Carlo simulation does.

The main limitation of EMV is that it treats all outcomes as fungible. A risk with a 1% probability of costing £10 million has the same EMV as one with a 100% probability of costing £100,000 — but the first could be existential for a small project while the second is a minor budget adjustment. EMV should always be read alongside the maximum possible impact, not just the expected value. Also be aware that EMV requires a good probability estimate, and on novel or unique projects, those probabilities are themselves highly uncertain. Use EMV as one input to decision-making, not as a definitive answer.

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