1. Standard approach
We consider below only Solvency II’s "standard approach" for property-casualty insurers according to the current status as per QIS 3. It takes the form of a extensive Excel file to be completed by the companies that performs practically all the SCR calculations. Though all of the results of the calculations can be clearly seen, some can be onerous to comprehend given the large size of the file and the numerous links. CEIOPS (and the BaFin in Germany) have published extensive technical information on the subject.
How is the SCR calculated for a property-casualty insurance company? We will begin with a general overview, followed by a more detailed description of how underwriting risk is taken into account.
a) Overview
As shown in Fig. 1, the SCR is calculated in several steps. First, the capital requirement is calculated for the following risk categories:
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Underwriting risk
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Market risk on investments
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Investment and reinsurance credit risk
These capital requirements are then aggregated allowing for diversification effects (using a correlation matrix) and a further amount is added for operational risk. The total represents the solvency capital requirement (SCR) for a property-casualty insurer according to the standard approach.
The underwriting risk capital requirement comprises two components:
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Premium and reserve risk
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Catastrophe risk
As the two components are considered to be totally independent of each other, the underwriting risk is defined as the square root of the sum of their squares. Amounts net of reinsurance are used for the calculations.
b) Premium and reserve risk
"Premium risk" refers to the risk of premiums for the following year being insufficient to cover claims and other costs (excluding the risk of catastrophes).
"Reserve risk" is the risk of existing technical provisions being insufficient to cover claims. As for the premium risk, a one-year time horizon is applied. It therefore relates to the risk of the technical provisions (in the Solvency II balance sheet) for existing claims needing to be increased.
The technical provisions in the Solvency II balance sheet should be calculated using actuarial methodology and current market values. They consist of the sum of the fair values of future payments ("best estimate") plus a risk margin intended to cover the risk over the entire run-off period and calculated in such a way that, together with the best estimate, it equates to the price another market player would be willing to pay for the liability. This is the "cost of capital" approach to calculating the risk margin.
The calculations of the premium and reserve risks are performed first for each of the company’s classes of business (risk groups) and then aggregated. In property-casualty, there are a total of 15 class-of-business groups for underwriting, of which one relates to health insurance (subject to additional treatment under Solvency II) and three to (active) non-proportional reinsurance business.
The capital requirement resulting from the premium and reserve risks is then calculated for each class of business.
(1) Risk capital = Risk factor * Risk volume
Different amounts and methodologies for determining the risk factors are used for the premium risk and the reserve risk.
Premium risk by class of business
(excluding catastrophe risk)
In the formula (1) above, the volume figure taken for the premium risk is the estimated net premium after reinsurance for the year in question for the relevant class of business. The risk factor is dependent primarily (up to 80%) on fluctuations in the net loss ratio (standard deviation) for the class of business over the last 15 years, and at least 20% on the market fluctuations in the class. Thus, the calculation of the premium risk incorporates data specific to the company, so that, for example, a well-balanced business over a period of years or the smoothing of net loss ratios through reinsurance will result in a reduction of the SCR for the class of business in question.
Reserve risk by class of business
In the formula (1) above, the volume figure taken for the reserve risk is the amount of the technical provisions after reinsurance (from the Solvency II balance sheet). The risk factor reflects the annual fluctuations in the net loss ratios for the market as a whole. The procedure thus differs from that used for the premium risk in that only the provisions, but not the fluctuation data, relate to the company itself.
Aggregation of the premium and reserve risks across all classes of business
The separately calculated capital requirement figures are then aggregated taking account of the weighted fluctuations of the premium and reserve risks. Two factors should be borne in mind as regards the calculation of the SCRpre/res for underwriting risk (excluding catastrophe risk).
First, when performing the above aggregation, various diversification effects must be taken into account, both between classes for the premium and reserve risks and between the premium and reserve risks within each class (using a correlation matrix with 30 lines and columns).
Second, the principle in the proposed Solvency II framework directive that the calculation of the solvency capital requirement should incorporate a probability of ruin of 0.5% (99.5% value at risk) must be taken into account. Of course, this is not possible in a standard approach, but the solvency capital requirement is defined as the 99.5% quantile of a pre-selected probability distribution (lognormal) for the premium and reserve risks.
c) Risk of catastrophe losses
The catastrophe risk is defined for each country individually and for all significant natural catastrophe hazards and other catastrophe losses. In QIS 3 for Germany, the natural catastrophe risks of windstorm/hail, earthquake and flooding were taken into consideration for property insurance and treated as natural hazards for motor own damage insurance. It is also possible in Germany to estimate a company’s share of a natural catastrophe loss in property-casualty on the basis of insurance premiums or the number of insured properties. This figure is then multiplied by the 200-year natural-catastrophe loss. The calculation of the 200-year loss was based on extensive market statistics and probability theory and then compared with other geophysical calculations. The windstorm risk is further adjusted using a factor that takes account of the regional concentration and spread of the company’s windstorm liabilities. A broad spread reduces the solvency capital requirement.
In QIS 3, companies were also asked to evaluate a further scenario for other catastrophes with a return period of 200 years.
The capital requirement figures for these catastrophe risks are treated separately and aggregated to obtain the SCRCat allowing for the applicable diversification effects.
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