Actuarial Mathematics for Modelling · Death strain at risk, expected and actual death strain, mortality profit
Sum at Risk and Death Strain at Risk Explained
Updated 11 October 2026 · Fact-checked
The sum at risk is the death benefit minus the year-end reserve, S − V. The death strain at risk (DSAR) is the extra money the insurer must find if the policyholder dies: DSAR = S + E − V, where E is any extra death-related expense. The two are equal when E = 0.
Understand Sum at Risk and Death Strain at Risk
A life insurer holds a reserve for each policy. If a policyholder dies, the insurer pays the death benefit. But it no longer needs the reserve it was holding for that policy. So the reserve is released and helps pay the claim.
The death strain at risk is the net extra cost to the insurer when a policy ends by death in the year. It is the amount paid out less the reserve that is released. Think of it as the part of the claim that the reserve does not cover.
The sum at risk is the benefit payable on death less the reserve held at the end of the policy year, S − V. The DSAR equals the sum at risk plus any extra death-related expense E, so the two are equal when E = 0. In many texts the terms are used interchangeably when there is no extra expense. In the discrete-time (annual) model, deaths are assumed to occur at the end of the year, so you compare the benefit with the reserve at time t+1, not the reserve at time t.
The key point: the reserve you use is the one at the end of the year in which the death happens. In the discrete model, the reserve at the start of the year is not used directly in the death strain at risk. The year-end reserve is used because death is assumed to occur at the year end. The start-of-year reserve is used elsewhere, for example in the interest and premium roll-forward.
The DSAR can differ a lot between contract types. A pure endowment with no death benefit has DSAR = −V, which is negative whenever the reserve is positive: the insurer releases the reserve and pays nothing. A term assurance has a large sum at risk early on, as the reserve is small. A level-benefit whole life policy has a falling sum at risk over time as the reserve grows. If the sum at risk is negative, a death produces a gain, not a strain.
Key rules to remember
- Death strain at risk (DSAR) for policy year t+1
- DSAR = S_{t+1} + E_{t+1} − {t+1}V
- S is the death benefit payable at the end of the year, E is any extra death-related expense or sum paid, and {t+1}V is the reserve held at the end of the year. Many questions take E = 0.
- Sum at risk (simple form)
- Sum at risk = Benefit on death − Reserve at end of year
- Use the benefit actually payable on death in that year, which may include bonuses or an increasing sum assured.
- Pure endowment with no death benefit
- DSAR = 0 − {t+1}V = −{t+1}V
- Negative whenever the reserve is positive. A death releases the reserve and pays nothing.
- Sum assured with return of premiums
- DSAR = S + premiums returned − {t+1}V, where S is the sum assured
- Check the policy terms. If premiums are returned on death, add them to the benefit. If none are returned, the premiums term is zero.
- Total expected death strain (link to next topic)
- EDS = Σ over policies of q × DSAR
- q is the probability of death in the year for each policy. Each policy has its own DSAR, so you sum q × DSAR over the policies. If all policies have the same DSAR, EDS = (expected number of deaths) × DSAR.
How to solve Sum at Risk and Death Strain at Risk questions
Use this method for any question that asks for the sum at risk or the death strain at risk for one policy or a group.
- 1Identify the policy year and the time points. Find the end-of-year time, t+1, at which death is assumed to occur.
- 2Write down the death benefit payable in that year. Include bonuses, return of premiums or an increasing sum assured if the contract has them.
- 3Add any extra death-related costs, such as a claim expense, if the question gives them.
- 4Find the reserve at the end of the year, {t+1}V. If only the start-of-year reserve is given, roll it forward using the premium, expenses, interest and mortality, or use the stated table.
- 5Subtract the reserve from the total benefit: DSAR = S + E − {t+1}V.
- 6Check the sign. A positive value is a strain. A negative value is a release or gain on death.
- 7For a group, repeat for each policy group and multiply by the number of policies only if the question asks for totals. State units and assumptions clearly.
Quickest way: Benefit minus year-end reserve
When to use it: Use when the question gives the benefit and the year-end reserve for the policy, and asks for the sum at risk or DSAR directly.
- Find the benefit payable on death at the end of the year.
- Find the reserve at the end of the same year.
- Compute benefit minus reserve and keep the sign.
- For a pure endowment, set the benefit to zero, so the answer is minus the reserve.
Common mistakes in Sum at Risk and Death Strain at Risk
Using the reserve at the start of the year instead of the end of the year.
The policy value at the start is the one students see first and use for the interest roll-forward.
Fix: For the death strain at risk, always use the reserve at time t+1 (the end of the year in which death occurs), with death assumed at the year end.
Forgetting that the sum at risk can be negative.
Students expect a claim to always cost money.
Fix: If the reserve is larger than the benefit, as in a pure endowment, the DSAR is negative. Report it with its sign.
Using the sum assured only and ignoring bonuses or return of premiums.
Students read the headline benefit and skip the policy terms.
Fix: Read what is payable on death in that year. Add attached bonuses, accumulated premiums or increasing benefits.
Treating DSAR as the expected cost.
The words strain and risk suggest a probability.
Fix: DSAR is the amount if the death happens. The expected death strain multiplies it by the probability of death, q.
Mixing up the year-end reserve in the DSAR with the reserve at the end of a different year when several years are given.
Tables list reserves by duration and students pick the wrong row.
Fix: Label each time point. If the policy is in year 3, death occurs at time 3 and you need the reserve at time 3.
Worked examples
Example 1
A 10-year term assurance pays ₹10,00,000 on death at the end of the year of death. The reserve at the end of policy year 4 is ₹18,000. Assume no extra expenses. Find the death strain at risk for policy year 4.
Show the solution
- Death is assumed to occur at the end of year 4, so use time 4.
- Benefit payable = ₹10,00,000.
- Year-end reserve at time 4 = ₹18,000.
- DSAR = 10,00,000 − 18,000 = ₹9,82,000.
Answer: ₹9,82,000
Example 2
A 20-year endowment assurance pays ₹5,00,000 on death or on survival to the end of the term. The reserve at the end of policy year 6 is ₹1,85,000. A separate 20-year pure endowment of ₹5,00,000 on survival only has a reserve of ₹1,25,000 at the end of year 6. Find the DSAR for each in year 6.
Show the solution
- Endowment assurance: the benefit on death is ₹5,00,000.
- DSAR = 5,00,000 − 1,85,000 = ₹3,15,000.
- Pure endowment: no benefit is paid on death, so the benefit is 0.
- DSAR = 0 − 1,25,000 = −₹1,25,000.
- The negative sign means a death releases ₹1,25,000 and pays nothing.
Answer: Endowment assurance: ₹3,15,000. Pure endowment: −₹1,25,000 (a release).
Exam tips
- Write the time label next to every reserve you use. This avoids picking the wrong year in a table.
- State the assumption that death occurs at the end of the policy year, as it justifies the use of the year-end reserve.
- Show the sign. Examiners give marks for noticing that pure endowments have a negative DSAR.
- In written answers, define S, E and V before the formula. In MCQs, check the policy terms for bonuses or premium returns before subtracting.
- If a question asks for expected death strain, calculate DSAR first, then multiply by q, so you can earn method marks.
Practice questions from Death strain at risk, expected and actual death strain, mortality profit
- An insurer issues a one-year term assurance with sum assured Rs 5,00,000 payable at the end of the year of death. The reserve at the start o…
- A portfolio has two groups. Group A: 500 lives, death strain at risk Rs 3,00,000 each, q = 0.01. Group B: 300 lives, death strain at risk Rs…
- Which statement about mortality profit for a portfolio of one-year term assurance policies is correct, given a DSAR that is positive for eve…
- At the start of a year a portfolio has 10,000 identical policies, each with sum assured Rs 2,00,000 payable at the end of the year of death …
- A portfolio has two groups of policies, each with death benefit paid at the end of the year of death. Group A has 2,000 policies with q = 0.…
Sum at Risk and Death Strain at Risk: frequently asked questions
What is the difference between sum at risk and death strain at risk?
In most IAI questions they are the same quantity: the death benefit less the reserve at the end of the year. Some texts add extra death-related expenses to the benefit when they call it the death strain at risk. Read the question for any extra costs.
Why do we use the reserve at the end of the year?
Death is assumed to happen at the end of the policy year. The insurer then releases the reserve that was being held at that point and pays the claim. So the reserve at the end of the year is the one that offsets the benefit.
Can the death strain at risk be negative?
Yes. If the reserve exceeds the death benefit, a death produces a release of money. A pure endowment is the standard example, as it pays nothing on death while a reserve is held.
How does DSAR link to mortality profit?
Expected death strain is the sum of q times DSAR across policies. Actual death strain is the sum of DSAR for the policies that actually die. Mortality profit is the expected death strain minus the actual death strain.