Expected Monetary Value
Convert uncertain threats and opportunities into probability-weighted monetary values, aggregate project risk exposure, develop a risk-adjusted expected cost, and compare decision alternatives using Expected Monetary Value.
Translate Uncertainty into Probability-Weighted Financial Exposure.
Expected Monetary Value multiplies the probability of an uncertain outcome by its monetary impact. Threat impacts are represented as negative values and opportunity impacts as positive values. Individual EMVs can then be combined to estimate net expected exposure or used within a decision tree to compare alternatives.
- Review six risks written as Cause(s) ⇒ Event ⇒ Impact(s).
- Reveal the probability of each risk.
- Reveal the monetary impact and distinguish threats from opportunities.
- Calculate individual EMV values.
- Aggregate expected threat cost and opportunity benefit.
- Calculate net project EMV and a risk-adjusted expected cost.
- Compare two decision alternatives using outcome-weighted EMV.
- Interpret EMV as an expected value rather than a guaranteed outcome.
Expected Monetary Value — Step by Step
Complete each locked stage before the next unlocks. Every reveal changes the EMV analysis pane so risk data, calculations, aggregation, and decisions remain visible together.
Review the Risk Statements
Risk Exposure, Aggregation and Decision EMV
Risk statements are introduced before probability and impact values are revealed.
Focus Mode moves you to the Guided Demonstration, then hides the rest of the page while keeping the learning stage and EMV analysis visible together. Zoom affects only the visual pane.
Risk EMV Calculations
Probability, monetary impact, and EMV appear progressively with the guided sequence.
| Risk | Type | Probability | Monetary Impact | EMV |
|---|
Change a Risk and Recalculate Project EMV
Experiment Mode is isolated from the guided example. Select a risk, change its probability and monetary impact, and see how individual EMV, net project EMV, and risk-adjusted expected cost change.
Quick Knowledge Check
Core Formulas and Interpretation
| Calculation | Formula / Rule | Interpretation |
|---|---|---|
| Individual EMV | EMV = Probability × Monetary Impact | Use a negative monetary impact for threats and a positive impact for opportunities. |
| Total Threat EMV | Σ absolute value of negative threat EMVs | Probability-weighted expected cost exposure from threats. |
| Total Opportunity EMV | Σ positive opportunity EMVs | Probability-weighted expected monetary benefit from opportunities. |
| Net Project EMV | Σ signed EMVs | Negative indicates net expected cost exposure; positive indicates net expected benefit. |
| Risk-Adjusted Expected Cost | Baseline Cost − Net Project EMV | When net EMV is negative, expected cost increases by the magnitude of that exposure. |
| Decision Alternative EMV | Σ (Outcome Probability × Outcome Payoff) | Compare alternatives using the probability-weighted value of all mutually exclusive outcomes. |