Actuarial Mathematics for Modelling · Financial instruments and insurance contracts as cashflow models
Insurance Contracts as Cashflow Models: Premiums, Benefits and Expenses
Updated 11 October 2026 · Fact-checked
An insurance contract is modelled as a set of cashflows: premiums in, benefits and expenses out. Each cashflow depends on an uncertain event, such as death, survival or a claim. To solve a question, list the cashflows, their timing and their conditions, then take expected values and discount them.
Understand Insurance Contracts as Cashflow Models
An insurance contract is a promise. The insurer receives premiums and pays benefits if a defined event happens. It also pays expenses to set up and run the policy. Each of these is a cashflow with an amount and a time.
The key idea is that many of these cashflows are contingent. A death benefit is paid only if the life dies in the policy term. A pension is paid only while the annuitant is alive. A premium is paid only while the policyholder is alive and the policy is in force. So the cashflow at time t is an amount multiplied by an indicator of the event, and we model it as a random variable.
Life contracts usually run for many years, with timing tied to age and survival. Typical examples are term assurance, endowment assurance, whole life assurance and annuities. Benefit amounts are often fixed in advance. The main uncertainty is timing: when, and whether, the event occurs. Interest therefore matters a lot, because cashflows are far apart.
General insurance contracts, such as motor or health cover, are usually short, often one year. The uncertainty is both whether a claim occurs and how large it is. Claim numbers and claim sizes are modelled separately. Discounting matters less for short contracts, but it matters for claims that take years to settle.
In all cases the method is the same. Define the event, write the cashflow for each time, take the expected present value, and compare income with outgo. This is the base for premiums, reserves and profit testing later in CM1.
Key rules to remember
- Present value of a cashflow
- PV = C × v^t, where v = 1 ÷ (1 + i)
- C is the amount paid at time t. i is the effective annual interest rate.
- Expected present value of a contingent cashflow
- EPV = C × v^t × P(event occurs at or by time t as specified)
- Use the probability of the exact condition for payment, for example survival to time t.
- Survival-contingent payment at time t
- EPV = C × v^t × tpx
- tpx is the probability that a life now aged x survives t years. Use for annuity payments and premiums.
- Death benefit paid at end of year of death
- EPV = S × Σ v^(k+1) × kpx × qx+k, summed from k = 0 to n − 1
- This is a term assurance with sum assured S and term n years. Payment is at the end of the year of death.
- Equivalence principle
- EPV(premiums) = EPV(benefits) + EPV(expenses)
- Gives the premium when there is no profit loading. Use the same basis for all three terms.
- Net cashflow at time t
- NCFt = premiums − benefits − expenses (at time t)
- Used for projecting cashflows. The expected value allows for the probability the policy is in force.
How to solve Insurance Contracts as Cashflow Models questions
Use this method for any question that asks you to set up or value an insurance cashflow model.
- 1Identify the contract type: assurance, annuity, endowment or general insurance policy. Note the term, age and sum assured or annuity amount.
- 2List each cashflow type: premiums, benefits and expenses. Separate in-flows from out-flows.
- 3For each cashflow, write down the timing: start or end of year, or continuous. Check whether premiums are in advance.
- 4For each cashflow, write the condition that triggers it: survival, death within a given year, or a claim occurring.
- 5Find the probability of each condition using the given mortality basis or claim assumptions.
- 6Multiply amount × discount factor × probability for each time. Sum the terms to get the EPV.
- 7Apply the equivalence principle or compare EPVs as the question asks. State the basis and assumptions.
- 8Check that the answer is sensible: premiums should be positive and smaller than the total sum assured for a short term.
Quickest way: Timeline and condition table
When to use it: Use this when you have a short term, such as 3 to 5 years, and are given probabilities or a small table to work from.
- Draw a line with times 0, 1, 2 and so on.
- Under each time write the cashflow and the condition, for example premium if alive, or benefit if death in the year.
- Write the probability next to each one before doing any arithmetic.
- Compute amount × probability × v^t row by row and add up the rows.
- Keep full decimals until the final line, and then round.
Common mistakes in Insurance Contracts as Cashflow Models
Discounting a death benefit by v^k instead of v^(k+1).
The index k counts completed years before death, so students forget that payment is at the end of the year of death.
Fix: Death in year k+1 means payment at time k+1 when paid at year end. Write the time next to every term.
Using the probability of death at time t when the cashflow needs survival to time t.
Students mix up premium and annuity payments, which need survival, with death benefits.
Fix: Ask 'what must be true for this payment to happen?' Use survival probabilities for premiums and annuities.
Paying a premium in the year of death when premiums are in advance and there was no payment due.
Timing of premiums and benefits within the year is overlooked.
Fix: Premiums in advance are paid at the start of the year if the life is alive then. The death benefit is paid later.
Leaving out expenses or including them at the wrong time.
Students focus on premiums and benefits only.
Fix: Read the expense wording. Initial expenses occur at time 0, renewal expenses at each premium date, and claim expenses with the benefit.
Treating general insurance like life insurance with long-term mortality discounting.
Students apply the same template without checking the contract.
Fix: For general insurance, model claim frequency and claim size, and note that the term is short. Discount only if claims settle late.
Mixing bases, such as using one interest rate for premiums and another for benefits.
Different parts of the question give different rates.
Fix: Use one stated basis for the whole equation of value unless the question tells you otherwise.
Worked examples
Example 1
A 3-year term assurance pays ₹1,00,000 at the end of the year of death. Premiums are paid annually in advance for as long as the life survives. Assume q0 = 0.01 for year 1, 0.02 for year 2 and 0.03 for year 3 (given as the probability of dying in each year, for a life alive at the start of that year), and interest of 5% per year. Find the level annual net premium using the equivalence principle.
Show the solution
- Survival probabilities to the start of each year: 1, 0.99, 0.99 × 0.98 = 0.9702.
- Probability of death in each year from the start: year 1 = 0.01, year 2 = 0.99 × 0.02 = 0.0198, year 3 = 0.9702 × 0.03 = 0.029106.
- v = 1 ÷ 1.05 = 0.952381, v² = 0.907029, v³ = 0.863838.
- EPV benefits = 1,00,000 × (0.01 × 0.952381 + 0.0198 × 0.907029 + 0.029106 × 0.863838).
- Compute: 0.009524 + 0.017959 + 0.025143 = 0.052626. So EPV benefits = ₹5,262.6.
- EPV of premiums of 1 = 1 + 0.99 × 0.952381 + 0.9702 × 0.907029 = 1 + 0.942857 + 0.879982 = 2.822839.
- Premium P = 5,262.6 ÷ 2.822839 = 1,864.3 (approx).
Answer: The level annual net premium is about ₹1,864.
Example 2
An annuitant aged 65 will receive ₹60,000 at the end of each year while alive, for up to 2 years. The probability of surviving one year is 0.98 and of surviving two years is 0.95. Interest is 4% per year. Find the expected present value of the annuity and the insurer's expected total outgo if there are no discounting and no expenses.
Show the solution
- Payment at time 1 is made if the life survives 1 year: probability 0.98.
- Payment at time 2 is made if the life survives 2 years: probability 0.95.
- v = 1 ÷ 1.04 = 0.961538, v² = 0.924556.
- EPV = 60,000 × (0.98 × 0.961538 + 0.95 × 0.924556).
- Compute: 0.942308 + 0.878328 = 1.820636.
- EPV = 60,000 × 1.820636 = ₹1,09,238.
- Undiscounted expected outgo = 60,000 × (0.98 + 0.95) = 60,000 × 1.93 = ₹1,15,800.
Answer: The EPV is about ₹1,09,238. The undiscounted expected outgo is ₹1,15,800.
Exam tips
- Always state the contingent event beside each cashflow. Examiners award marks for the correct condition, not only for the final number.
- Write the timing assumption, for example 'death benefit paid at end of year of death', as a stated assumption in the answer.
- In written questions, show the cashflow notation, then the EPV expression, then the working. Method marks are given even if arithmetic slips.
- In MCQs, check timing first. Many wrong options differ only by one year of discounting.
- For computer-based questions, build the cashflows in columns by time, then use a formula for discounting so you can check and change the rate.
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Insurance Contracts as Cashflow Models: frequently asked questions
What is a contingent cashflow in insurance?
It is a payment that happens only if a specified uncertain event occurs. Examples are a death benefit, a pension payment that needs survival, or a claim payment. We value it using the probability of the event.
How are life and general insurance cashflows different?
Life contracts are usually long and the uncertainty is mainly when or whether death or survival occurs. General insurance contracts are short and the uncertainty covers both the number and the size of claims. Discounting matters more for life contracts.
Do I always use the equivalence principle to find premiums?
Use it when the question asks for a net premium or says premiums are set with no profit margin. It sets the EPV of premiums equal to the EPV of benefits and expenses. Other questions may ask for a percentile or profit-based premium, so read the wording.
Why do premiums need a survival probability?
Premiums are paid only while the policyholder is alive and the policy is in force. So each premium is multiplied by the probability of being alive at that date. Ignoring this overstates the EPV of premiums.