Actuarial Mathematics for Modelling · Gross premiums and reserves
Gross Premium Policy Value Calculations
Updated 11 October 2026 · Fact-checked
A gross premium policy value is the reserve at time t found from the policy value basis: EPV of future benefits plus EPV of future expenses, minus EPV of future gross premiums. You use the actual gross premium and include expenses and bonuses. You can also find it retrospectively or step by step using a recursion.
Understand Gross Premium Policy Value Calculations
A policy value is the amount an insurer sets aside at time t for a policy still in force. It is the expected present value (EPV) of what the insurer will pay out in future, less what it will receive in future. Both are valued on a chosen set of assumptions, called the policy value basis.
A net premium reserve ignores expenses and uses a net premium. A gross premium reserve is more realistic. It uses the actual office premium charged and allows for future expenses. It also allows for bonuses if the contract is with-profits. Because it allows for future expenses, the gross premium reserve is usually higher than the net premium reserve on the same interest and mortality basis. The loading in the gross premium offsets part of that extra outgo, and the exact result depends on the basis.
There are three ways to get the same quantity. The prospective method looks forward from time t. The retrospective method looks back: accumulate past premiums, less past expenses and benefits, allowing for survivorship. The recursive method links the policy value at one time to the next, one year at a time.
Prospective and retrospective values are equal only when the same basis is used for both, and the premium satisfies the equivalence principle on that basis (so the EPV of all cashflows at outset is zero). If the policy value basis differs from the pricing basis, the two methods give different answers. In exams, the prospective method is the default.
With-profits contracts add one more point. Benefits include the sum assured plus bonuses already declared. Whether you also allow for future bonuses depends on the basis given in the question. Read it carefully and follow it.
Key rules to remember
- Prospective gross premium policy value
- tV = EPV of future benefits + EPV of future expenses − EPV of future gross premiums
- Use the policy value basis for mortality, interest and expenses. Value at time t for a policy still in force at t.
- Whole life, annual premiums in advance, sum assured S
- tV = (S + E) × A(x+t) + e × ä(x+t) − (1 − f) × P × ä(x+t)
- Here E is the claim expense paid with the sum assured, e is the fixed renewal expense each year at the start of the year, and f is the percentage-of-premium expense rate. The percentage expense is taken off the premium once, through the factor (1 − f). Do not also add it to the outgo.
- Retrospective policy value
- tV = [PV at time 0 of past premiums less expenses, less past death benefits and claim expenses] ÷ (v^t × tp_x), or equivalently [accumulated value at time t of the same cashflows] ÷ tp_x
- Use one form or the other. If you accumulate with interest to time t, divide by tp_x only. If you use present values at time 0, divide by v^t × tp_x. Do not divide by v^t after accumulating, as that counts interest twice. All parts are on the same basis. The retrospective value equals the prospective value only when both use the same basis and the premium satisfies the equivalence principle on that basis.
- Recursive relationship (premium and expense at start of year, death benefit at end of year)
- (tV + P_t − e_t)(1 + i) = q(x+t) × (S_{t+1} + E_{t+1}) + p(x+t) × (t+1)V
- P_t is the gross premium at time t. e_t is the expense at time t. S_{t+1} is the death benefit paid at the end of the year. E_{t+1} is any claim expense. Rearrange to find tV from (t+1)V, or the reverse.
- Terminal condition
- nV = maturity benefit for an n-year endowment (including any survival benefit); nV = 0 for a term assurance
- Start a backward recursion from here. No premium is due at time n, so there is no before or after premium distinction at that point.
- Policy values just before and after a premium
- (tV + P_t − e_t) is the amount available just after the premium and expense at time t
- Be clear about whether your tV is before or after the premium. The standard convention is that tV is the value just before the premium due at time t.
How to solve Gross Premium Policy Value Calculations questions
Use this method for any gross premium policy value question, whether it is prospective, retrospective or recursive.
- 1Read the policy value basis. Note the mortality table, interest rate, expense assumptions and whether future bonuses are allowed for. Do not use the pricing basis unless the question says so.
- 2Identify the policy duration t and the remaining term. Write down the benefits still to come, the premiums still to come and the expenses still to come.
- 3Write the policy value equation in words first: EPV of benefits + EPV of expenses − EPV of premiums.
- 4Convert each part into actuarial functions: A, ä and so on at age x+t, with the right interest rate. Split percentage-of-premium expenses from fixed expenses.
- 5Use the actual gross premium given, not a recomputed net premium. If the premium has to be found, set the EPV of all cashflows at time 0 to zero on the pricing basis.
- 6Compute the value. Check the sign: premiums are income, so they are subtracted. Check that the answer is sensible: a policy value for an endowment should rise towards the maturity benefit.
- 7For a recursion, place the cashflows on the time line for the year. Apply (tV + P − e)(1 + i) = expected cost at year end, then solve for the unknown value. State the terminal condition clearly.
- 8If asked for a retrospective value, accumulate past premiums net of expenses, deduct the cost of past claims allowing for survivorship, and divide by the survival probability. State the basis.
Quickest way: Write the cashflow line, then use the recursion
When to use it: Use this when the question gives one-year mortality rates and a final-year value, or asks for a policy value a few years from the end. It avoids annuity and assurance values entirely.
- Draw the time line for one year: premium and expense at the start, death benefit and claim expense at the end.
- Work backwards from the terminal value, for example the maturity benefit at the final time.
- Each year, compute (tV + P − e)(1 + i) = q × (death benefit + claim expense) + p × (t+1)V.
- Rearrange: tV = [q × (S + E) + p × (t+1)V] ÷ (1 + i) − (P − e).
- Check units and sign. The policy value after a year should be larger than the previous one for an endowment.
Common mistakes in Gross Premium Policy Value Calculations
Using the net premium instead of the gross premium in the policy value
Students recall net premium reserve formulas, where the premium is the net premium from the equivalence principle.
Fix: Use the actual gross premium given. For net premium reserves, ignore expenses and use the net premium. For gross premium reserves, include expenses and use the gross premium.
Leaving out expenses or claim expenses
Expense items are listed in the question text and are easily skipped, especially claim expenses paid on death.
Fix: Tick off each expense item from the question. Make a list: initial, renewal, claim and any percentage-of-premium expenses. Include each in the right EPV.
Treating percentage-of-premium expenses as if they were an extra cost without reducing the premium income
Students add them to the benefit EPV but use the full premium. This is acceptable only if done consistently.
Fix: Either deduct the expense from each premium or add it to the outgo, but do not do both. Net it from the premium first, then multiply by the annuity.
Mixing up values just before and just after a premium
The recursion includes the premium at time t, and some students include it in tV as well.
Fix: Define tV as the value just before the premium due at time t. Then add P and subtract expenses explicitly in the recursion.
Assuming prospective and retrospective values are always equal
Textbooks show the equality for the pricing basis, and the condition is forgotten.
Fix: Remember the condition: same basis, and the premium satisfies the equivalence principle on that basis. If the bases differ, the values differ.
Ignoring bonuses already declared on a with-profits policy
Students value only the basic sum assured.
Fix: Include the sum assured plus declared bonuses in the benefit. Allow for future bonuses only if the policy value basis says so.
Worked examples
Example 1
A 3-year endowment assurance pays ₹1,00,000 on death (at the end of the year of death) or on survival to the end of year 3. Gross premiums are ₹30,000 a year in advance, payable at times 0, 1 and 2. Expenses are 5% of each premium, incurred at the premium date. Basis: interest 5% a year. The mortality rate for the third year of the policy is q = 0.01 and for the second year is q = 0.008. Find the gross premium policy value at the start of year 2 (time 1), just before the premium due then, using the recursion.
Show the solution
- Terminal value: 3V = ₹1,00,000. This is the maturity benefit paid at time 3 to survivors. No premium is payable at time 3. The death benefit is also ₹1,00,000.
- Premium net of the 5% expense: 0.95 × 30,000 = ₹28,500.
- Year 3 (from time 2 to 3): (2V + 28,500) × 1.05 = 0.01 × 1,00,000 + 0.99 × 1,00,000 = ₹1,00,000.
- So 2V + 28,500 = 1,00,000 ÷ 1.05 = 95,238.095. Hence 2V = 66,738.10.
- Year 2 (from time 1 to 2): (1V + 28,500) × 1.05 = 0.008 × 1,00,000 + 0.992 × 66,738.095.
- Compute 0.992 × 66,738.095 = 66,204.19. Add 800 to get 67,004.19.
- Divide by 1.05: 67,004.19 ÷ 1.05 = 63,813.51. So 1V + 28,500 = 63,813.51.
- 1V = 63,813.51 − 28,500 = 35,313.51.
Answer: 2V ≈ ₹66,738.10 and 1V ≈ ₹35,313.51.
Example 2
A whole life policy issued at age x has sum assured ₹5,00,000 payable at the end of the year of death. Gross premium is ₹12,000 a year in advance. Renewal expenses are 2% of each premium plus ₹200 a year, both incurred at the start of each year. A claim expense of ₹1,000 is incurred on death. At age x + 10 on the policy value basis, A = 0.40 and ä = 14.0. Find the gross premium policy value after 10 years, just before the premium due at that time, prospectively.
Show the solution
- EPV of future benefits including claim expense: (5,00,000 + 1,000) × 0.40 = 5,01,000 × 0.40 = ₹2,00,400.
- Premium net of percentage expense: 12,000 − 0.02 × 12,000 = 12,000 − 240 = ₹11,760.
- Net annual premium income after all renewal expenses: 11,760 − 200 = ₹11,560.
- EPV of premiums net of expenses: 11,560 × 14.0 = ₹1,61,840.
- Policy value = EPV benefits − EPV net premiums = 2,00,400 − 1,61,840 = ₹38,560.
Answer: 10V = ₹38,560.
Exam tips
- Start every written answer by stating the policy value equation in words. Marks are given for the structure even if arithmetic slips.
- Keep the basis separate. Say clearly which basis is used for the premium and which for the policy value. Different bases are a common test of understanding.
- In recursion questions, list the cashflows by time before calculating. Getting the timing of premiums, expenses and claims right is where most marks are won or lost.
- For with-profits questions, check whether the benefit includes declared bonuses, and whether future bonuses are to be allowed for. State your assumption if the question is unclear.
- For computer-based paper questions, set up the recursion in a table with one row per year. Show the formula you used in each column.
Practice questions from Gross premiums and reserves
- An insurer values a portfolio of non-profit endowment policies using a net premium valuation, and then strengthens the valuation basis by lo…
- A whole life assurance on a life aged x is issued with level annual premiums payable in advance throughout life, and the sum assured is paid…
- A two-year with-profits endowment was bought for a single premium. Sum assured is Rs 100,000. A reversionary bonus of Rs 5,000 was declared …
- A one-year term assurance has sum assured Rs 2,00,000 payable at the end of the year of death. The mortality rate is 0.01 and interest is 6%…
- A life insurer prices a policy by the equivalence principle on a stated basis covering mortality, interest and expenses, including initial e…
Gross Premium Policy Value Calculations in other exams
The same ground in other exams, if you are preparing for more than one or want another angle on it.
Gross Premium Policy Value Calculations: frequently asked questions
What is the difference between a net premium reserve and a gross premium reserve?
A net premium reserve uses the net premium and ignores expenses. A gross premium reserve uses the actual office premium and allows for future expenses, and for bonuses where relevant. The gross premium reserve is therefore a more realistic estimate of the insurer's liability.