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Actuarial Mathematics for Modelling · Projecting expected future cashflows and profit testing

Unit-Linked and Multiple-State Profit Tests Explained Step by Step

Updated 11 October 2026 · Fact-checked

A profit test projects the insurer's expected cashflows year by year, then discounts them to measure profit. For unit-linked policies, you build the unit fund first, then take the non-unit cashflow, adjust for reserves, and apply survival probabilities. For multiple-state policies, you weight cashflows by the probability of being in each state.

Understand Unit-Linked and Multiple-State Profit Tests

A profit test projects the cashflows the insurer expects from one policy. It then turns them into a profit vector and a profit signature, and discounts them at a risk discount rate. The result is an NPV, a profit margin or an IRR.

A unit-linked contract splits money into two parts. The unit fund belongs to the policyholder and is invested in units. The non-unit fund is the insurer's own account. Charges taken from the unit fund, such as allocation, bid-offer spread and management charges, flow into the non-unit account. Expenses and the expected cost of death and other benefits in excess of the fund value also sit there.

The profit test is therefore done in two stages. First project the unit fund: take the opening fund, add the part of the premium allocated to units, add the fund growth, deduct the management charge. Then project the non-unit cashflow (NUCF): premium not allocated, plus charges, minus expenses, plus interest earned within the year on the unallocated premium less expenses, minus the expected extra death or other benefit cost. NUCF does not include interest on the opening non-unit reserve. That interest is added when you form the profit vector. Death benefits are paid out of the unit fund, so the insurer only funds any excess over the fund value, weighted by the probability of death.

If the non-unit cashflow is negative in early years, the insurer must hold a non-unit reserve to cover it. With the zeroisation method, you set the reserves, working backwards from the end of the term, so that the profit in each year is zero where it would otherwise be negative. Here the profit is the non-unit cashflow, plus interest on the opening reserve, less the cost of setting up the closing reserve. The reserve is released later.

A multiple-state profit test applies when the policy is modelled by states such as healthy, disabled, critical illness or dead. Premiums, benefits and expenses depend on the state. The expected cashflow in each year is the sum over states of the probability of being in that state times the cashflow in that state. You use transition probabilities between states instead of a single survival probability. The reserve is state-dependent too, and the policy value you need at the year end depends on which state the policy is in then.

Key rules to remember

Unit fund roll-forward
UF(t) = (UF(t−1) + A(t)) × (1 + i) − MC(t)
A(t) is the amount of the premium allocated to units. It is the premium P(t) less the part not allocated, such as the allocation charge and any bid-offer spread. MC(t) is the management charge, here taken at year end on the grown fund. UF is per policy in force, so decrements are not applied here. They enter later through the probabilities. Follow the question's timing for charges and use the order of events given.
Unit-linked non-unit cashflow
NUCF(t) = (P(t) − A(t) − E(t)) × (1 + i) + MC(t) − q_{x+t−1} × (D(t) − F(t))
P(t) − A(t) is the unallocated premium, including any bid-offer spread. E(t) is the expense at the start of the year. Interest is earned on the unallocated premium less expenses for the year. MC(t) is taken at year end here, so it earns no interest in the year. D(t) is the death benefit and F(t) is the fund value paid on death, so D(t) − F(t) is the extra cost the insurer funds. It is weighted by q_{x+t−1}, the probability of dying in the year. NUCF is per policy in force at the start of year t. NUCF excludes interest on the opening reserve. That goes into the profit vector. Always build from the pieces; do not memorise one string.
Profit vector with reserves
Profit(t) = NUCF(t) + {}_{t−1}V × (1 + i) − p_{x+t−1} × {}_tV
This is per policy in force at the start of year t. {}_{t−1}V is the opening reserve and {}_tV is the closing reserve. p_{x+t−1} is the probability of surviving the year, because the closing reserve is held only for survivors. The extra death cost in NUCF is already weighted by q_{x+t−1}, so do not weight it again. Check the exact form against the timing of the reserve in your question.
Profit signature
Π(t) = Profit(t) × {}_{t−1}p_x
Use the probability of being in force at the start of year t. Weights each year's profit per policy issued.
Net present value
NPV = Σ Π(t) × v(t) at the risk discount rate
Use the risk discount rate, not the investment return, unless told otherwise.
Profit margin
Profit margin = NPV ÷ PV of premiums
The PV of premiums uses the same risk discount rate and the same in-force probabilities.
Multiple-state expected cashflow
E[CF(t)] = Σ over states j of {}_{t−1}p(0→j) × CF_j(t)
Use the probability of being in state j at the start of the year, then apply the state's cashflow. Transition benefits are weighted by the transition probability.

How to solve Unit-Linked and Multiple-State Profit Tests questions

Use the same order every time. It stops you mixing unit and non-unit items.

  1. 1Read the basis: allocation percentages, charges, bid-offer spread, fund growth, expense inflation, interest on the non-unit fund, mortality or transition rates and the risk discount rate.
  2. 2Project the unit fund year by year, following the stated order of events: premium in, allocation, growth, management charge out.
  3. 3Project the non-unit cashflow: unallocated premium, plus charges, minus expenses, with interest on the start-of-year amounts, minus any extra cost of death, surrender or other benefits above the fund.
  4. 4Decide the reserves. If negative non-unit cashflows occur, set the reserve by zeroisation, working backwards from the latest year.
  5. 5Form the profit vector per policy in force: cashflow plus interest on the opening reserve, minus the cost of setting up the closing reserve, using the survival or transition probabilities.
  6. 6Convert to the profit signature by multiplying by the probability of being in force at the start of each year. For multiple-state policies, use the probability of being in each state and weight state cashflows.
  7. 7Discount at the risk discount rate to get the NPV. Compute the profit margin or IRR if asked.
  8. 8State the result, check the sign and size, and comment if the question asks for it.

Quickest way: Table method with a fixed row order

When to use it: Use this for any unit-linked or multiple-state profit test in the exam, especially in the computer-based paper where a spreadsheet layout is expected.

  1. Set up one column per policy year and fix the row order: unit fund, non-unit cashflow, reserve, profit vector, in-force probability, profit signature, discount factor.
  2. Fill the unit-fund rows first. Check one year by hand before copying across.
  3. Fill the non-unit cashflow row from the pieces: unallocated premium, charges, expenses, extra death cost, interest.
  4. Add the reserve row only after you see where the cashflow is negative.
  5. Compute profit vector, signature and NPV in one pass. For multiple states, add one probability row per state.

Common mistakes in Unit-Linked and Multiple-State Profit Tests

  • Charging the whole death benefit to the non-unit account.

    Students forget that the unit fund is paid out on death.

    Fix: Only the excess of the death benefit over the fund value is a non-unit cost. The fund value itself comes from the unit account.

  • Ignoring or misordering timing of charges and interest.

    Questions state when charges are taken, and students apply a default order.

    Fix: Follow the order of events stated. Apply interest only to amounts held at the start of the year, unless the question says otherwise.

  • Using the investment return as the discount rate.

    Both are interest rates in the basis.

    Fix: Discount profit signatures at the risk discount rate. Use the investment return only for fund growth and interest on reserves.

  • Multiplying by the wrong in-force probability.

    The profit vector is per policy in force, and the signature is per policy issued.

    Fix: Multiply by the probability of being in force at the start of year t. Use that probability consistently when you compute PV of premiums.

  • Forgetting reserves or setting them with the wrong sign.

    Negative non-unit cashflows look like losses and are left alone.

    Fix: Use zeroisation to set reserves, work backwards, and remember a reserve is released when the following year's cashflow is positive.

  • In a multiple-state test, using total survival probability instead of state probabilities.

    Students carry over the single-decrement setup.

    Fix: Use the probability of being in each state at the start of the year, then apply that state's premium, benefit and expense.

Worked examples

Example 1

A unit-linked policy has an annual premium of ₹10,000. In year 1, 60% of the premium is allocated to units. The fund earns 8% a year and a management charge of 1% of the fund is taken at year end. The fund at the start of the year is zero. There is no bid-offer spread, and non-unit money earns 8% a year. Find the unit fund at the end of year 1, and the non-unit income from charges and unallocated premium in year 1, ignoring expenses and decrements.

Show the solution
  1. Allocated premium = 60% × ₹10,000 = ₹6,000.
  2. Fund after growth = ₹6,000 × 1.08 = ₹6,480.
  3. Management charge = 1% × ₹6,480 = ₹64.80.
  4. Unit fund at end of year 1 = ₹6,480 − ₹64.80 = ₹6,415.20.
  5. Unallocated premium = ₹10,000 − ₹6,000 = ₹4,000.
  6. Unallocated premium with a year's interest = ₹4,000 × 1.08 = ₹4,320.
  7. Non-unit income in year 1 = ₹4,320 + ₹64.80 = ₹4,384.80, with the charge taken at year end so it earns no interest in the year.

Answer: Unit fund at end of year 1 = ₹6,415.20. Non-unit income = ₹4,384.80 before expenses.

Example 2

A one-year health policy has two states, Healthy and Sick. A policy starts Healthy. In the year, the probability of being Sick at year end is 0.10 and of being Healthy at year end is 0.90. A benefit of ₹50,000 is paid at year end if the policyholder is Sick at that time. A year-end expense of ₹1,000 is incurred if the policyholder is Sick (claim handling) and ₹200 if the policyholder is Healthy (administration). A premium of ₹3,000 is paid at the start of the year. Expenses of ₹500 are incurred at the start of the year. Interest is 6% a year. Ignore reserves, death and other states. Find the expected profit at year end.

Show the solution
  1. Start-of-year net cash = ₹3,000 − ₹500 = ₹2,500.
  2. Accumulate to year end: ₹2,500 × 1.06 = ₹2,650.
  3. Sick state: probability 0.10 × (₹50,000 benefit + ₹1,000 expense) = 0.10 × ₹51,000 = ₹5,100.
  4. Healthy state: probability 0.90 × ₹200 expense = ₹180.
  5. Expected year-end outgo = ₹5,100 + ₹180 = ₹5,280.
  6. Expected profit = ₹2,650 − ₹5,280 = −₹2,630.

Answer: Expected profit at year end = −₹2,630, so the premium is too low for this benefit.

Exam tips

  • Write your row order down before you start and keep it. Marks are given for method even if one number is wrong.
  • Show the unit fund and the non-unit cashflow as separate lines. Do not blend them.
  • State the timing assumptions you use if the question is vague, such as charges taken at year end.
  • In the computer-based paper, use cell formulae that can be copied across, and label each row clearly.
  • Read the last line of the question. It may ask for the reserve, the NPV or the profit margin, and each needs a different final step.

Practice questions from Projecting expected future cashflows and profit testing

Unit-Linked and Multiple-State Profit Tests: frequently asked questions

What is a non-unit cashflow in a unit-linked profit test?

It is the cashflow in the insurer's own account, per policy in force at the start of the year. It includes unallocated premium, charges taken from the unit fund, expenses, the death-weighted extra cost of benefits above the fund value, and interest earned within the year on the unallocated premium less expenses. Interest on the opening reserve is not included. It is added when you form the profit vector.

Why do unit-linked policies need non-unit reserves?

Early-year non-unit cashflows are often negative because of initial expenses and commission. The insurer must set aside money to cover the shortfall. With zeroisation, reserves are set working backwards from the end of the term so that the profit is zero in each year where it would otherwise be negative. The profit here is the non-unit cashflow plus interest on the opening reserve, less the cost of the closing reserve. The reserve is then released through the later profits.

How is a multiple-state profit test different from a standard one?

You track the probability of being in each state rather than a single survival probability. Premiums, benefits and expenses depend on the state, and transitions can trigger benefits. You then sum the state-weighted cashflows.

Which discount rate do I use for the NPV?

Use the risk discount rate given in the question. It reflects the return the insurer needs on its capital. It is different from the fund growth rate and the interest on reserves.