Lesson 8 of 16 · Level 2: Intermediate

Risk Management: The Probability and Impact Matrix

  • ⏱ 12 min read
  • ❓ 4 review questions
  • ✍️ Exercise with solution
  • 📥 Downloadable template
In this lesson
  1. Step 1: identify risks and write them clearly
  2. Step 2: score probability and impact
  3. Step 3: calculate expected monetary value
  4. Step 4: plan the responses
  5. Step 5: keep the risk register alive
  6. Common mistakes
  7. Summary
What you'll learn
  • Write clear risk statements that separate the cause, the risk and the effect.
  • Score risks with a 5×5 probability and impact (P×I) matrix and a traffic-light scale.
  • Calculate expected monetary value (EMV) to size your contingency reserve.
  • Pick the right response: avoid, mitigate, transfer, accept or escalate (and for opportunities, exploit, enhance or share).
  • Keep a living risk register with owners, triggers and review dates.
📥 Practice this lesson

The Risk Register sheet has this lesson's festival risks. Change a probability or an impact and the P×I score, the traffic light and the EMV recalculate.

A risk is an uncertain event that, if it happens, affects your project's goals. Most risks are threats (a storm, a vendor that goes silent), but some are opportunities (a sponsor who wants to pay for more). Risk management means finding them early, ranking them so you focus on the few that matter, and deciding in advance what you'll do. The tool at the center of it is the probability and impact matrix. In this lesson you'll use it on a one-day festival in Austin, where a single afternoon thunderstorm can cost more than the stage.

5×5matrix: probability and impact each scored from 1 to 5, so P×I runs from 1 to 25
3traffic-light levels: green (1–4), amber (5–12) and red (15–25)
EMV= probability × dollar impact; the sum for all threats sizes the contingency
  1. Identify risks
  2. Score P×I
  3. Calculate EMV
  4. Plan responses
  5. Monitor the register

Step 1: identify risks and write them clearly

The project: Eastside Eats & Beats, a one-day food and music festival for about 6,000 people in East Austin in May, with a $220,000 budget. The organizers ran a one-hour risk workshop with the team, two vendors and a volunteer who had worked other Austin festivals. Good sources of risks:

  • Lessons learned from past similar projects (the best source by far).
  • Every assumption in the charter: each one is a risk if it turns out false.
  • The critical path and any single points of failure (one supplier, one key person).
  • A simple prompt for each WBS branch: "What could go wrong here? What could go better than planned?"

Write each risk in a three-part format so the response is obvious: "Because of [cause], [risk event] may occur, which would lead to [effect]." For example: "Because May is peak storm season in Central Texas, a severe thunderstorm may force us to stop the event, which would lead to refunds and lost vendor fees." Compare that with "weather," which tells nobody what to do.

Step 2: score probability and impact

Agree on the scales before scoring, or every person will use their own. The festival team used these:

ScoreProbabilityImpact (cost to the project)
1Under 10%Under $1,000
210–29%$1,000–$4,999
330–49%$5,000–$14,999
450–69%$15,000–$34,999
570% or more$35,000 or more

Then score each risk and multiply: Score = Probability × Impact. Here is the festival's list of threats:

IDRiskPIP×ILevel
R1Severe thunderstorm forces a shutdown3515🔴 High
R2Ticket sales fall below break-even3412🟠 Medium
R3Headline band cancels248🟠 Medium
R4City special-event permit approved late236🟠 Medium
R5Main generator fails236🟠 Medium
R6A food vendor doesn't show up414🟢 Low
Probability and impact heat map for the festival R1 sits at probability 3, impact 5 in the red zone. R2 at 3 and 4, R3 at 2 and 4, R4 and R5 at 2 and 3, all amber. R6 at probability 4, impact 1, green. 5 10 15 20 25 4 8 12 16 20 3 6 9 12 15 2 4 6 8 10 1 2 3 4 5 R1 R2 R3 R4 R5 R6 1 1 2 2 3 3 4 4 5 5 Impact → Probability →
  • Red: 15–25 R1Act now: response plan, owner and budget before anything else.
  • Amber: 5–12 R2–R5Plan a response and review every week or two.
  • Green: 1–4 R6Accept and watch; keep it on the list in case it moves.
The small gray number in each cell is its P×I score. A risk can move between cells as you learn more, so the map is redrawn at every review.

1. A risk has a probability of 4 and an impact of 3. Using the festival's scale, what's its score and level?

  • 7, Medium
  • 12, Medium
  • 12, High

P×I = 4 × 3 = 12. On this scale, 5–12 is amber (medium) and 15 or more is red (high). Note that you multiply, not add: adding (7) would understate risks that are both likely and harmful.

Step 3: calculate expected monetary value

The P×I score ranks risks. To decide how much money to set aside, you need dollars: expected monetary value (EMV) multiplies the probability as a percentage by the dollar impact.

IDProbabilityImpactEMV
R1 Thunderstorm shutdown35%$40,000$14,000
R2 Low ticket sales40%$25,000$10,000
R3 Headliner cancels15%$30,000$4,500
R4 Permit delay20%$8,000$1,600
R5 Generator failure15%$6,000$900
R6 Vendor no-show60%$500$300
Total threats$31,300

Not every risk will happen, and EMV doesn't predict which. It says that across all these risks, the festival should expect to absorb about $31,300, which is a sound basis for the contingency reserve you met in the budget lesson. There's also an opportunity: a local brewery might sponsor a beer garden (40% × $12,000 = $4,800 of positive EMV). Wise teams don't subtract it from the contingency until the contract is signed.

2. A risk has a 25% chance of happening and would cost $16,000. What is its EMV?

  • $16,000
  • $6,400
  • $4,000

EMV = 0.25 × $16,000 = $4,000. It's an average, not a forecast: the risk will either cost $0 or $16,000. Adding many EMVs together is what makes the total useful.

Step 4: plan the responses

Every amber and red risk needs a response strategy, an owner and, when possible, a trigger: an early warning sign that tells you the risk is starting to happen.

Avoid

Change the plan so the risk can't happen.

Example: move the festival to an indoor venue (expensive, but no storm risk).

Mitigate

Reduce the probability or the impact.

Example: rent a backup generator; submit the permit 120 days early.

Transfer

Shift the financial impact to a third party.

Example: event cancellation insurance; contracts with cancellation clauses.

Accept or escalate

Accept small risks (with a fallback), or escalate risks outside the project's authority.

Example: keep a waitlist of food vendors for R6.

For opportunities, the mirror strategies are exploit (make sure it happens), enhance (raise its probability or value), share (partner with someone better placed to capture it) and accept.

Is the response worth it?

Compare the cost of the response with the EMV it removes. For R1, a weather cancellation policy costs $3,800 and leaves only a $5,000 deductible if the storm hits:

EMV before:  35% × $40,000 = $14,000
EMV after:   35% × $5,000  = $1,750
Reduction:   $14,000 − $1,750 = $12,250  vs. premium of $3,800 → worth it

R5 is less clear: a backup generator rental costs $1,200, more than R5's $900 EMV. The team rented it anyway, because a power failure at 9 p.m. with 6,000 people on site is also a safety issue, not just a cost. EMV informs the decision; it doesn't replace judgment.

3. The festival buys event cancellation insurance. Which response strategy is that?

  • Transfer
  • Avoid
  • Accept

Insurance shifts the financial impact to the insurer. The storm can still happen (so it's not avoidance), but most of the cost no longer falls on the project.

Step 5: keep the risk register alive

The risk register is the table that holds all of this: ID, description, category, owner, P, I, score, EMV, response, trigger, status and last review date. A register written once and filed away is worse than none, because it gives false comfort. Review it on a fixed rhythm:

4. With limited time, which festival risk should get a response plan first?

  • R6, because it's the most likely to happen
  • R4, because permits are always the first step
  • R1, because it has the highest P×I score and the highest EMV

R1 scores 15 (red) and carries $14,000 of EMV. R6 is likely but cheap ($300 EMV). Prioritize by combined probability and impact, not probability alone.

Common mistakes

Listing vague categories like "weather" or "budget."

Write cause → risk → effect, so the response is obvious.

Scoring without agreed scales.

Define what 1–5 means in percentages and dollars first.

Risks with no owner.

Every amber and red risk gets one named owner.

Treating the register as paperwork.

Review it weekly or biweekly and close, add and rescore.

Practice exercise

The Front Range Fitness app team in Denver (from the budget lesson) set aside a $16,000 contingency. Their top four risks:

RiskProbabilityImpact
A. Payment API integration is harder than expected40%$15,000
B. Senior developer leaves mid-project15%$30,000
C. App store rejects the first submission30%$10,000
D. Door-access vendor changes its API20%$12,500

Using the festival's scales: (a) score each risk (P, I, P×I and level), (b) calculate each EMV and the total, and (c) say whether the $16,000 contingency is reasonable.

See solution

(a) A: P 3 (30–49%), I 4 ($15,000–$34,999) → 12, amber. B: P 2, I 4 → 8, amber. C: P 3, I 3 → 9, amber. D: P 2, I 3 → 6, amber.

(b)

A: 0.40 × $15,000 = $6,000
B: 0.15 × $30,000 = $4,500
C: 0.30 × $10,000 = $3,000
D: 0.20 × $12,500 = $2,500
Total EMV         = $16,000

(c) The total EMV matches the $16,000 contingency exactly, so it's well supported, as long as no new major risks appear. Risk A deserves a mitigation first (for example, a two-day technical spike in sprint 1 to test the payment API) because it has both the highest score and the highest EMV.

Summary

  • Write risks as cause → event → effect; mine lessons learned and charter assumptions for them.
  • Score with agreed 1–5 scales; P×I ranks risks into green (1–4), amber (5–12) and red (15–25).
  • EMV = probability × dollar impact; the total for threats is a solid basis for contingency.
  • Threat responses: avoid, mitigate, transfer, accept, escalate. Opportunities: exploit, enhance, share, accept.
  • Give every serious risk an owner and a trigger, and review the register on a fixed rhythm.

Next lesson: Agile and Scrum: Roles, Events and Artifacts. You'll see how Scrum delivers in short sprints and how to forecast with velocity.

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