Jonas Mohamed Osman Abdelghafour, known as Yonas Osman

Insurance and Capital

IFRS 17 Insurance Contracts Explained: The Three Measurement Models

IFRS 17 replaced a patchwork of national practices with a single measurement architecture for insurance contracts: a current, discounted, risk-adjusted estimate of fulfilment cash flows, plus an unearned profit balance released as service is provided. Understanding which of the three measurement models applies — and why — is the foundation for every downstream IFRS 17 discussion about profit emergence, capital and disclosure.

By Jonas Mohamed Osman Abdelghafour, known as Yonas Osman · Published · Reviewed · 5 min read

Actuarial reserving triangle and claims development curve used in insurance capital analysis — IFRS 17 Insurance Contracts Explained: The Three Measurement Models, analysis by Jonas Mohamed Osman Abdelghafour, known as Yonas Osman
Figure 1. Schematic view of the actuarial reserving and capital measurement chain referenced in this analysis.

Executive summary

  • IFRS 17 measures insurance liabilities as fulfilment cash flows (current estimates, discounting, risk adjustment) plus a contractual service margin representing unearned profit.
  • The general measurement model is the default; the premium allocation approach is a permitted simplification for short-duration or non-materially-different contracts; the variable fee approach applies to direct participating contracts.
  • Profit is no longer recognised at inception: unearned profit is deferred in the CSM and released as coverage units are provided.
  • Onerous contracts are recognised immediately in profit or loss through a loss component — a discipline that exposes underpricing far faster than legacy standards.
  • Grouping and the annual cohort requirement determine how offsetting is permitted, and therefore how volatile reported results are.

The measurement architecture

Under IFRS 17 an insurance liability is built from components rather than carried at a historic premium basis. The building blocks are the estimates of future cash flows, an adjustment for the time value of money, an explicit risk adjustment for non-financial risk, and the contractual service margin. The first three together form the fulfilment cash flows; the fourth defers the profit that has not yet been earned.

LRC_t = FCF_t + CSM_t,  FCF_t = PV(cash outflows - cash inflows) + RA_t
LRC_t
— Liability for remaining coverage at time t
FCF_t
— Fulfilment cash flows: probability-weighted, discounted, risk-adjusted
RA_t
— Risk adjustment for non-financial risk
CSM_t
— Contractual service margin — unearned profit not yet recognised

The distinction that matters commercially is between the liability for remaining coverage and the liability for incurred claims. The first holds obligations for services not yet delivered and carries the CSM; the second holds obligations for claims already incurred and carries no CSM, since the service that generated them has been provided.

The general measurement model

The general measurement model, sometimes called the building block approach, is the default. At initial recognition the entity estimates the present value of future cash flows within the contract boundary, adds a risk adjustment, and sets the CSM so that no gain is recognised on day one. If the calculation produces a net outflow, the contract group is onerous and the loss is recognised immediately.

In subsequent periods the CSM is accreted with interest at the locked-in rate, adjusted for changes in fulfilment cash flows that relate to future service, and released to revenue in proportion to coverage units provided in the period. Changes relating to past or current service — experience variances on incurred claims, for example — go straight to profit or loss and do not touch the CSM.

  • Estimates must be current at each reporting date, using observable market data where available.
  • Discount rates reflect the characteristics of the cash flows, not the assets held against them.
  • Only changes relating to future service unlock the CSM; the discipline of that boundary drives most implementation debate.

Premium allocation approach and variable fee approach

The premium allocation approach is a simplification available where coverage is one year or less, or where the entity can demonstrate that the resulting liability for remaining coverage would not differ materially from the general model. It resembles an unearned premium reserve, but the liability for incurred claims is still measured on a discounted, risk-adjusted basis, and onerous contract testing still applies.

The variable fee approach applies to direct participating contracts, where the policyholder shares in a clearly identified pool of underlying items and a substantial share of the returns. Here the entity's obligation is best understood as a variable fee, and changes in the entity's share of the fair value of underlying items adjust the CSM rather than flowing immediately through profit or loss.

ModelTypical scopeKey mechanic
General measurement modelLife protection, annuities, long-tail non-life reinsuranceCSM accreted, adjusted for future-service changes, released on coverage units
Premium allocation approachMost short-duration property and casualty businessSimplified liability for remaining coverage; full measurement of incurred claims
Variable fee approachUnit-linked and with-profits participating contractsEntity's share of underlying item movements absorbed in the CSM
Choosing the measurement model

Grouping, cohorts and the level of aggregation

IFRS 17 requires contracts to be divided into portfolios of similar risks managed together, then into groups by profitability at initial recognition — onerous, no significant possibility of becoming onerous, and the remainder — and finally into annual cohorts. The level of aggregation determines how much offsetting is permitted between profitable and unprofitable business, and therefore how quickly losses surface.

Practical example

A five-year term protection group is written with expected present-value premiums of 100, expected present-value claims and expenses of 82, and a risk adjustment of 6. Fulfilment cash flows are therefore a net inflow of 12, and the CSM is set at 12 so that no day-one gain arises. If coverage units are level, roughly 2.4 of CSM is released each year, alongside the unwinding of the risk adjustment.

If in year two mortality assumptions deteriorate such that the present value of future claims rises by 5, the CSM absorbs the change and falls to about 4.2, with no immediate hit to profit. A further deterioration of 6 would exhaust the CSM and force recognition of a loss component — the point at which the accounting makes the pricing problem visible to the board.

Limitations and caveats

  • The standard prescribes measurement, not modelling quality: a compliant IFRS 17 number built on weak cash-flow projections is still weak.
  • Discount rate and risk adjustment methodologies are entity-specific, which limits comparability between insurers despite a common framework.
  • Transition approaches — full retrospective, modified retrospective, fair value — leave long-lived differences in reported CSM between otherwise similar books.
  • Annual cohorts add operational complexity that is disproportionate for some mutualised portfolios.

Conclusion

IFRS 17 is best read as a discipline rather than a reporting chore. It forces current estimates, explicit risk pricing and honest recognition of unprofitable business.

The measurement model choice is not a technicality: it determines how profit emerges, how volatile results appear, and how quickly deteriorating experience reaches the income statement.

References

Author bio

Jonas Mohamed Osman Abdelghafour, known as Yonas Osman, actuary and financial risk professional

Jonas Mohamed Osman Abdelghafour, known as Yonas Osman is an actuary, FRM and financial risk professional specialising in banking, insurance, model risk, capital modelling and quantitative risk management.