IFoA SP2 study materials
IFoA SP2 study resources

IFoA SP2 cheat sheet

IFoA SP2 · Keep the key ideas within reach.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Net premium reserve (prospective): V_t = A_{x+t} − P·ä_{x+t} using the valuation basis; gross premium reserve replaces P with the gross premium and loads expenses explicitly.

  • Recursive reserve identity: (V_t + G − e)·(1+i) = q_{x+t}·S + p_{x+t}·V_{t+1}, where S is the sum assured payable at end of year of death; solve forward from V_0 = 0 to test premium adequacy.

  • Profit signature: profit in year t = (premium + investment income + reserve release) − (claims + expenses + reserve held); discount at the risk discount rate to get NPV, and accumulate at the RDR to get the profit margin per unit premium.

  • Zeroisation test: alternative profit vectors with the same NPV but different timing reveal the effect of margins; a reserve basis with margins front-loads profit, a best-estimate basis back-loads it.

  • Asset-liability matching: immunise with duration and convexity; for a life fund with guaranteed surrender values, the liability duration shortens when lapse rates rise, so matching must be stress-tested for dynamic lapse behaviour.

  • With-profits: asset share = accumulated premiums less charges and cost of cover, plus investment return; smoothing of payouts is funded by the estate, and the estate must be sufficient to avoid a cut in payout on a 1-in-200 style stress.

  • Universal life / unit-linked: account value = previous value + premium − charges, rolled up at the credited rate; no-profit (NGE) charges must cover mortality and expense risk, tested by projecting the account value to zero under adverse lapse and yield scenarios.

  • Solvency II life SCR modules: mortality, longevity, morbidity, lapse, expense and revision risk are shocked separately and aggregated with a correlation matrix; longevity shock is a permanent 20% reduction in mortality rates for the SCR standard formula.

  • Premium bases: gross premium = expected claim cost + expenses + profit margin + risk margin, where the risk margin reflects the cost of holding capital above the best-estimate reserve over the policy lifetime.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Mortality improvement: use a projection model such as the CMI (e.g. 20xx series) with a long-term rate and convergence period; the cohort effect means a 65-year-old today has different improvement than a 65-year-old in 20 years.

  • Select mortality: deaths in the first years of a policy are lower than ultimate; q_{[x]+t} < q_{x+t}. Ignoring select factors overstates reserves for new business and understates them for in-force blocks priced on select rates.

  • Surrender and lapse assumptions: lapse rates are typically highest in early durations and vary with interest rates (dynamic lapse); a rise in interest rates increases lapses on low-guarantee products, worsening liquidity and reserve strain.

  • Expense reserves: per-policy expenses are a fixed cost that does not fall with policy size, so expense inflation and the fixed/variable split drive the reserve; overruns in per-policy expense hit small policies hardest.

  • Risk discount rate: set as risk-free rate plus a risk premium reflecting the cost of capital and the systematic risk of the profit stream; a higher RDR penalises back-loaded profit and favours front-loaded products.

  • Participating fund surplus: surplus = assets − liabilities − estate target; distribution policy determines the reversionary bonus and terminal bonus split, and terminal bonus cannot be used to disguise a deficit in the asset share.

  • Reinsurance: quota share reduces both reserve strain and profit; surplus (risk premium) reinsurance reduces new business strain on large sums assured; the reinsurance credit in reserves depends on counterparty default risk.

  • Cash-flow projection: model monthly or annual cash flows, apply decrements (death, surrender, maturity) in the correct order, and check the fund roll-forward reconciles opening assets plus investment return less outgo to closing assets.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Unit pricing: bid-offer spread and the treatment of expenses determine the unit price; the fund must not be materially disadvantaged by the pricing basis, and the price must be published and applied consistently.

  • Guaranteed annuity options (GAOs): value as a put option on the annuity rate; the cost rises with interest rate volatility and falls with mortality improvement; reserves must be held even when the option is currently out of the money.

  • Annuity reserves: a_{x} = Σ v^t·p_x; with longevity risk, the reserve is highly sensitive to the interest rate and to the mortality improvement assumption, so a 1% fall in yields can raise reserves by more than 10% for a young annuitant.

  • Term assurance pricing: the single premium is A^1_{x:n} = Σ v^{t+1}·p_x·q_{x+t}; for level premiums use the equivalence principle P = A^1_{x:n} / ä_{x:n}.

  • Endowment: A_{x:n} = A^1_{x:n} + A_{x:n}^1 (pure endowment); the reserve at duration t is the difference between the benefit value and the future premium value.

  • Profit testing: iterate the model with the reserve basis, the pricing basis and the actual experience basis separately; a positive profit at the pricing basis with zero at the reserving basis means the margins are released over time.

  • Mortality catastrophe risk: the SCR shock is a 1.5 per mille absolute increase in mortality rates for the following 12 months on the in-force sum at risk; it binds for protection business, not for annuities.

  • Lapse risk: the SCR combines a mass lapse shock (typically 40% of policies lapse immediately) and a lapse up/down shock; mass lapse hurts when acquisition costs are unrecouped and reserves are low.

  • Pricing for options and guarantees: charge explicitly for the guarantee or hold a reserve; the cost of the guarantee is the difference between the guaranteed benefit and the best-estimate value under the risk-neutral measure.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Asset-liability modelling: project assets and liabilities on a consistent basis, apply stochastic scenarios for yields and equity returns, and report the distribution of surplus, not just the mean.

  • Investment return attribution: split total return into income yield, capital gain and currency effect; for with-profits, the smoothed return credited to policyholders may differ from the earned return, with the difference held in the estate.

  • Capital requirements: economic capital = the loss at a chosen confidence level (e.g. 99.5% over one year) above the best-estimate liability; the cost of holding this capital is a charge in the pricing and profit test.

  • New business strain: the excess of acquisition expenses and reserves over the first premium; strain is recovered over the policy term, so rapid growth consumes capital and must be funded by the estate or by reinsurance.

  • Embedded value: EV = net assets + value of in-force business; the value of in-force is the present value of future profits after tax and the cost of capital, and it falls when the RDR rises.

  • Experience monitoring: compare actual to expected mortality, lapse, expense and investment return; a persistent A/E ratio above 100% on mortality means the pricing basis is too light and reserves need strengthening.

  • Treating customers fairly: product design, charges and surrender values must be tested for fairness across cohorts; the with-profits actuary must certify that payouts reflect asset shares and that the estate is not excessive.

  • Regulatory reporting: under Solvency II, the best-estimate liability plus risk margin equals technical provisions; the risk margin is the cost of capital of 6% per annum on the SCR for future years.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Life expectancy: e_x = Σ_{t≥1} p_x; a change of 1 year in life expectancy changes an annuity reserve by roughly the value of one year's payment discounted, so longevity risk is material for pension annuities.

  • Mortality table construction: crude rates q_x = deaths / exposed to risk, graduated with a smooth curve (e.g. Gompertz-Makeham or splines), and standardised for comparison using the SMR (actual/expected deaths).

  • Standardised mortality ratio: SMR = observed deaths / expected deaths, where expected uses a standard table; an SMR of 90 means 10% lighter mortality than the standard.

  • Select and ultimate tables: the select period is typically 2-5 years; the ultimate table applies after that, and the select effect is larger at younger ages and for larger sums assured.

  • Annuity mortality: annuitants have lighter mortality than the general population (self-selection), and the gap widens over time; using population tables for annuities understates the reserve.

  • Joint-life annuities: the last-survivor annuity value is a_x + a_y − a_{xy}; the reserve depends on the age gap and the correlation of the two lives' mortality.

  • Reversionary annuities and contingent benefits: value the benefit as a deferred annuity on the second life, contingent on the first life having died; the reserve is the expected present value of the contingent payments.

  • Pricing with expenses: the gross premium solves G·ä_{x:n} = A_{x:n} + e_initial + e_renewal·ä_{x:n} + e_claim·A_{x:n}; the expense loading per unit of premium falls as the sum assured rises.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Model documentation: record the purpose, the basis, the data and the limitations of every model; a model is only as good as its assumptions, and sensitivity testing shows which assumption dominates the result.

  • Deterministic vs stochastic: deterministic projections give a single scenario and are used for reserving; stochastic projections (e.g. Monte Carlo) give a distribution and are used for capital and for options and guarantees.

  • Risk-neutral vs real-world: price and reserve options on the risk-neutral measure (discount at the risk-free rate), but project capital and profit on the real-world measure with a risk premium.

  • Discounting: use the risk-free curve for best-estimate liabilities; the matching adjustment or volatility adjustment may be applied to the discount rate under Solvency II, subject to eligibility criteria.

  • Data quality: check for missing dates, duplicate policies, negative sums assured and inconsistent status codes; a small number of large misstatements can distort the A/E analysis more than many small ones.

  • Scenario testing: run interest rate up/down, equity fall, mortality/longevity shock, lapse shock and expense inflation shock; report the impact on surplus and on the SCR, and identify the binding scenario.

  • Governance: the with-profits actuary, the appointed actuary and the risk function have distinct roles; the actuarial function must report on the adequacy of reserves and on the reliability of the data.

  • Communication: present results with the basis, the key sensitivities and the uncertainty; a single point estimate without a range misleads decision-makers about the risk in the book.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Term assurance reserve: for a level premium, the reserve is negative in early durations (strain) and rises to the sum assured at maturity; the reserve is the excess of the present value of future benefits over future premiums.

  • Whole life reserve: V_t = A_{x+t} − P·ä_{x+t}; at older ages the reserve approaches the sum assured, so mortality risk on the in-force block is small relative to the reserve.

  • Endowment reserve: at duration t, the reserve is the present value of the maturity benefit plus death benefit less future premiums; the reserve grows steadily and peaks at maturity.

  • Annuity reserve: for a level annuity, the reserve falls over time as payments are made; for a deferred annuity, the reserve rises during the deferment and then falls during payment.

  • Surrender value: typically the asset share less a surrender charge or market value adjustment; the surrender value must not exceed the asset share, and a market value adjustment protects the fund when assets fall.

  • Paid-up policies: the sum assured is reduced in proportion to the premiums paid; the reserve is recalculated on the reduced benefit and the policy remains in force without further premiums.

  • Non-forfeiture: if a premium is missed, the policy may be converted to a paid-up policy or to an extended term assurance; the reserve must be sufficient to fund the reduced benefit.

  • Policy loans: the loan plus accrued interest is deducted from the claim or surrender value; the reserve must allow for the loan and the interest, and the loan may exceed the reserve if the policy is old.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Bonus systems: reversionary (compound) bonuses add to the sum assured and are guaranteed once declared; terminal bonuses are not guaranteed and are used to bring payouts up to asset share at claim.

  • Asset share calculation: AS_t = (AS_{t-1} + P − charges)·(1 + i_t) − cost of life cover; the asset share is the policyholder's fair share of the fund and is the anchor for payout decisions.

  • Smoothing: payouts are smoothed around asset share to avoid sharp falls; the estate funds the smoothing, and the smoothing policy must be documented and applied consistently across cohorts.

  • Estate: the estate is the excess of assets over the sum of asset shares; it must cover the cost of guarantees, smoothing and any regulatory capital, and must not be built up excessively at the expense of policyholders.

  • Inherited estate: the part of the estate not attributable to current policyholders; its distribution must be fair, and the with-profits actuary must consider the reasonable expectations of policyholders.

  • Charges: explicit charges (policy fee, fund management charge, surrender charge) and implicit charges (through the asset share) must be disclosed; a charge that is not disclosed is a conduct risk.

  • Guaranteed minimum: the guaranteed sum assured plus declared bonuses is a floor on the payout; the cost of the guarantee is the value of the put on the asset share, and it rises with volatility.

  • With-profits governance: the with-profits committee or independent examiner reviews payout decisions; the actuarial function must report on the fairness of the distribution and on the solvency of the fund.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Risk classification: mortality varies with age, sex, health, smoking, occupation and sum assured; underwriting bands and medical limits determine which risks are individually assessed.

  • Anti-selection: if a risk factor is not priced, those with the higher risk are more likely to buy, so the book deteriorates; genetic testing and family history must be handled within the regulatory framework.

  • Smoker/non-smoker: the mortality differential is large at younger ages and narrows at older ages; misclassification (a smoker declaring non-smoker) is a material leakage and is tested by random checks.

  • Occupation and residence: hazardous occupations and residence in high-mortality countries attract loadings; the loading must reflect the extra risk and be reviewed as the policyholder's circumstances change.

  • Sum assured limits: large sums assured are individually underwritten and may be reinsured; the retention limit is set by the insurer's capital and by the reinsurer's terms.

  • Claims: the claim amount is the sum assured plus bonuses less any policy loan and outstanding premiums; the death must be notified and the claim assessed against the policy terms and any exclusions.

  • Exclusions: suicide clauses (typically 12-13 months), war and hazardous pursuits exclusions; the reserve must allow for the expected claim cost net of the exclusion.

  • Underwriting evidence: medical examination, attending physician's report, blood tests and questionnaires; the cost of underwriting must be balanced against the mortality saving from better classification.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Product design: the benefit (death, survival, annuity, critical illness), the term, the premium pattern and the guarantees must be specified before pricing; the design determines the risk profile.

  • Critical illness: the claim is triggered by diagnosis of a listed condition; the incidence rates rise with age and the definitions matter, so the pricing basis must use credible incidence data and allow for advances in diagnosis.

  • Income protection: the benefit is a replacement income during incapacity; the claim cost depends on the definition of incapacity (own occupation vs any occupation), the deferred period and the recovery rate.

  • Deferred period: a longer deferred period reduces the claim cost and the premium; the deferred period must match the policyholder's sick pay arrangements to avoid over-insurance.

  • Long-term care: the benefit is triggered by inability to perform activities of daily living; the cost depends on the incidence of care need, the duration of care and the cost of care, and is highly sensitive to the discount rate.

  • Indexation: benefits and premiums may be indexed to inflation; the reserve must allow for the indexation, and the pricing must allow for the cost of the option to increase cover.

  • Guaranteed insurability: the option to increase cover without further underwriting is valuable to the policyholder and costly to the insurer; it must be priced and reserved for.

  • Product review: experience emerging differently from the pricing basis triggers a review; the insurer may re-rate new business but cannot change the terms of existing policies unless the contract allows.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Premium frequency: monthly premiums cost more to administer and increase the risk of lapse; the frequency loading must cover the extra expense and the loss of interest.

  • Premium payment period: a shorter payment period means higher premiums but lower total cost; the reserve at any duration is higher for a shorter payment period because more benefit is pre-funded.

  • Waiver of premium: the premium is waived on incapacity; the benefit is a series of premium payments contingent on incapacity, and the reserve is the present value of the waived premiums.

  • Paid-up and surrender: the policyholder may stop paying and take a paid-up policy or surrender; the reserve must be sufficient to fund the paid-up benefit and the surrender value.

  • Automatic premium loan: unpaid premiums are met by a loan against the policy; the loan plus interest is deducted from the claim, and the reserve must allow for the loan.

  • Grace period: premiums may be paid within a grace period (typically 30 days) without lapse; the reserve must allow for the extra mortality and the administration cost.

  • Premium holiday: a temporary stop in premiums without lapse; the reserve must fund the benefit during the holiday, and the holiday is a cost that must be priced.

  • Premium review: for reviewable products, the premium may be reviewed at set intervals; the reserve must allow for the review and for the risk that the review is not taken.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Reinsurance types: quota share (a fixed proportion of every risk), surplus (a multiple of the retention), facultative (individual risks) and excess of loss (claims above a threshold).

  • Quota share: the reinsurer takes a fixed percentage of premiums and claims; the insurer's retention is reduced proportionally, and the reinsurance credit in the reserve is the reinsurer's share of the reserve.

  • Surplus reinsurance: the insurer retains a fixed amount and cedes the excess up to a limit; the retention is set by the insurer's capital, and the cession is proportional to the sum assured above the retention.

  • Excess of loss: the reinsurer pays claims above a retention up to a limit; the cost is a premium, and the cover protects against large individual claims or a catastrophe.

  • Catastrophe cover: protects against an accumulation of claims from a single event (e.g. a pandemic); the cover is priced on the expected loss and the cost of capital, and the reinsurer's default risk must be allowed for.

  • Reinsurance credit: the reserve is reduced by the reinsurer's share, but only if the reinsurer is solvent; the credit is subject to counterparty default risk, and the reinsurer's rating matters.

  • Profit commission: the reinsurer shares profits with the insurer; the commission depends on the reinsurance account's experience and must be allowed for in the profit test.

  • Reinsurance and new business strain: reinsurance reduces the strain on large sums assured and on protection business, but it also reduces the profit; the net effect must be tested in the profit test.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Solvency II balance sheet: assets at market value, technical provisions = best-estimate liability + risk margin, and own funds = assets − liabilities; the SCR is the capital to survive a 1-in-200 shock over one year.

  • Risk margin: the cost of holding the SCR for future years, calculated at 6% per annum on the projected SCR, discounted at the risk-free rate; it is higher for long-duration and option-heavy business.

  • Matching adjustment: an increase in the discount rate for assets held to match liabilities, subject to eligibility (fixed cash flows, ring-fenced portfolio); it reduces the technical provisions but must not be used to mask a mismatch.

  • Volatility adjustment: a small increase in the discount rate based on a reference portfolio; it is a spread-widening buffer and is not a substitute for matching.

  • SCR modules: mortality, longevity, morbidity, lapse, expense, revision, counterparty and market risk; the modules are aggregated with a correlation matrix, and the operational risk is added.

  • Own funds tiers: tier 1 (ordinary share capital, retained earnings), tier 2 (subordinated debt) and tier 3 (deferred tax assets); the SCR must be met with at least 50% tier 1 and no more than 15% tier 3.

  • ORSA: the insurer's own risk and solvency assessment, forward-looking and covering the whole risk profile; it must be approved by the board and submitted to the supervisor.

  • Reporting: the Solvency and Financial Condition Report (SFCR) is public, the Regular Supervisory Report (RSR) is private; the quantitative reporting templates (QRTs) are submitted quarterly or annually.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • IFRS 17: insurance contracts are measured as the fulfilment cash flows (best-estimate liabilities plus risk adjustment) plus the contractual service margin (CSM); the CSM is released to profit as the service is provided.

  • CSM: the unearned profit at initial recognition, equal to the negative of the fulfilment cash flows at inception; it is accreted with interest and released over the coverage period, and it absorbs changes in estimates.

  • Risk adjustment: the compensation for non-financial risk (mortality, lapse, expense); it is released over the coverage period and is not the same as the Solvency II risk margin.

  • Premium allocation approach: a simplified measurement for short-duration contracts (coverage of one year or less); the liability for remaining coverage is the unearned premium, and the liability for incurred claims is the expected claim cost.

  • Onerous contracts: if the fulfilment cash flows are positive at inception, the contract is onerous and the loss is recognised immediately; the loss is not deferred into the CSM.

  • Variable fee approach: for contracts with direct participation in the returns of underlying items (e.g. unit-linked), the CSM absorbs the insurer's share of the fair value returns, and the measurement is different from the general model.

  • Transition: full retrospective, modified retrospective and fair value approaches; the choice affects the CSM at transition and the future profit pattern.

  • Disclosure: IFRS 17 requires the reconciliation of the CSM, the analysis of insurance revenue and the risk adjustment; the presentation is by portfolio and by group of contracts.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Capital allocation: economic capital is allocated to lines of business by the marginal contribution to the portfolio's risk; the allocation drives pricing and performance measurement.

  • Return on capital: RAROC = (profit + investment income) / capital; a line is viable if RAROC exceeds the cost of capital, and the cost of capital is a charge in the pricing.

  • Cost of capital: the return required by shareholders, typically the risk-free rate plus a risk premium; it is used as the discount rate in the profit test and as the charge for holding capital.

  • Capital fungibility: capital held in a subsidiary may not be freely available to the group; the group must allow for local regulatory and currency restrictions.

  • Dividend policy: dividends are paid from distributable profits, and the insurer must retain enough capital to meet the SCR and the growth of the book; the dividend capacity is a key output of the ORSA.

  • Stress testing: the insurer must test the capital position under severe but plausible scenarios, including a pandemic, a market crash and a lapse shock, and report the results to the board.

  • Recovery and resolution: the insurer must have a plan for restoring the capital position after a shock, and the supervisor may require a recovery plan if the SCR coverage falls.

  • Group supervision: the group supervisor assesses the group's solvency on a consolidated basis; intra-group transactions and the double use of capital must be eliminated.

Quick reference

Life Insurance Actuarial Practice (SP2)

  • Professional standards: the actuarial profession's standards (e.g. TASs) require the actuary to be competent, to disclose the basis and the limitations, and to report any material uncertainty to the board.

  • Conflicts of interest: the with-profits actuary and the appointed actuary must manage conflicts between policyholders and shareholders; the actuarial function must be independent of the business lines.

  • Whistleblowing: the actuary must report to the supervisor if the insurer is not meeting its regulatory requirements, and must not be deterred by commercial pressure.

  • Peer review: complex models and material assumptions should be peer-reviewed; the review must be documented and the reviewer must be independent of the model builder.

  • Data protection: policyholder data must be handled in line with data protection law; the actuary must ensure that the data used is accurate and that the use is permitted.

  • Consumer duty: the insurer must act to deliver good outcomes for customers; the actuarial function must consider the fairness of charges, the clarity of communications and the suitability of the product.

  • Documentation: the actuarial function must document the methods, the assumptions and the judgements, and must be able to explain the results to the board and to the supervisor.

  • Ethical behaviour: the actuary must not mislead, must not use information improperly and must maintain the reputation of the profession; a breach may lead to disciplinary action.