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CAS Exam 9 · Regulatory Capital in Practice · Tutorial 873 of 995

Premium Risk Charges By Line Of Business

Build a line-by-line premium risk charge calculation and interpret how the premium basis, netting, adjustments, and business mix affect the result.

Advanced 12 min read

What You'll Learn

  • Distinguish a premium risk factor from the premium exposure base to which it applies
  • Calculate net premium exposures from direct, assumed, and ceded premiums
  • Apply a prescribed earned or written premium basis and exposure adjustment
  • Combine line charges and calculate a portfolio’s effective weighted factor
  • Avoid pooling exposures before applying line-specific factors
  • Recognize when changing the order of multiplication does not change a line charge

Why Premium Risk Is Calculated by Line

Premium risk capital is intended to reflect the underwriting risk associated with the volume and mix of premium exposure. A dollar of premium in one line of business need not imply the same amount of risk as a dollar in another. A prescribed formula therefore assigns a factor to each line and applies it to the premium measure specified for that line. The resulting charge is a formula-based measure, not a prediction that the insurer will incur losses equal to that amount.

The calculation is sensitive to three separate decisions: which premium measure the rule requires, how premiums are netted for reinsurance, and whether a prescribed exposure adjustment applies. Those decisions must be settled before multiplying by the line-specific factors. A factor is not a substitute for identifying the right exposure base.

Definition: For line \(i\), let \(P_i\) denote the premium exposure base required by the applicable formula, \(m_i\) a prescribed exposure adjustment (if any), and \(f_i\) the premium risk factor. The line charge is $$ C_i=f_i m_iP_i, $$ and the total premium risk charge across the included lines is $$ C_{\text{total}}=\sum_i C_i=\sum_i f_i m_iP_i. $$ If no exposure adjustment applies, take \(m_i=1\). The rule or problem statement determines whether \(P_i\) is written premium, earned premium, or another defined measure, and how it is netted.

The notation \(P_i\) is deliberately general. Regulatory formulas can prescribe different premium measures, adjustments, and aggregation instructions. Do not assume that every framework uses the same basis, or that a written premium basis can be replaced by an earned premium basis because both are available in a financial statement. Use the specific instructions given for the calculation.

Establishing the Premium Exposure Base

When the instructions call for net premium written and provide the components, a common construction is direct premium written plus assumed reinsurance premium written less ceded reinsurance premium written. In symbols, for line \(i\),

$$ P_i^{\text{net written}} =P_i^{\text{direct written}} +P_i^{\text{assumed written}} -P_i^{\text{ceded written}}. $$

This equation applies when those components are the defined inputs and the calculation calls for that net measure. If the problem supplies a net amount directly, use it rather than subtracting ceded premium a second time. If the prescribed rule uses gross premium or a different reinsurance treatment, follow that rule instead.

Written premium relates to policies written during a period; earned premium represents the portion recognized as coverage is provided during the period. The two measures can differ because of timing and policy duration. A prescribed exposure adjustment may also convert or scale the stated amount for the formula. Apply it only as directed, and only once.

Worked Example: Net Written Premium by Line

Method. Construct net written premium separately for each line, then multiply each result by its own factor. All figures are hypothetical and in millions of dollars. A formula schedule specifies net written premium as the base and gives factors of 0.12 for Line A, 0.18 for Line B, and 0.30 for Line C. There are no additional exposure adjustments.

For Line A, direct written premium is \(12\), assumed written premium is \(2\), and ceded written premium is \(3\). Thus, \(P_A=12+2-3=11\), and \(C_A=0.12(11)=1.32\) million dollars.

For Line B, the corresponding amounts are \(8\), \(1\), and \(2\). Thus, \(P_B=8+1-2=7\), and \(C_B=0.18(7)=1.26\) million dollars.

For Line C, the amounts are \(5\), \(0\), and \(1\). Thus, \(P_C=5+0-1=4\), and \(C_C=0.30(4)=1.20\) million dollars.

The total net written premium is \(11+7+4=22\) million dollars. The total charge is \(1.32+1.26+1.20=3.78\) million dollars. As a check, the charge is less than the total premium base, as expected here because all factors are below 1. The calculation avoids the mistake of applying one line’s factor to another line’s exposure.

Using Written or Earned Premium as Prescribed

A problem may state that a particular formula uses written premium, earned premium, or a specified comparison of bases. The word “premium” alone is not enough to identify the correct input. Read the rule’s definition of the base before doing arithmetic. If an adjustment is stated as a multiplier, multiply the relevant premium measure by that multiplier before determining the charge.

The following example uses a deliberately specified hypothetical rule: for each line, use the greater of net written premium and adjusted net earned premium. This is an assumption for the example, not a claim that every regulatory premium-risk formula uses that comparison.

Worked Example: Selecting the Prescribed Premium Basis

Method. Calculate both candidate exposures line by line, apply the stated adjustment to earned premium, select the larger amount as instructed, and then apply the factor. Figures are hypothetical and in millions of dollars. Line A has net written premium of \(9\), net earned premium of \(8\), an earned-premium adjustment of \(1.10\), and a factor of \(0.14\). Line B has net written premium of \(6\), net earned premium of \(7.5\), an earned-premium adjustment of \(0.90\), and a factor of \(0.22\).

For Line A, adjusted earned premium is \(1.10(8)=8.8\). Compare the two bases: written premium is \(9\), and adjusted earned premium is \(8.8\). The prescribed larger base is \(9\), so the charge is \(0.14(9)=1.26\) million dollars.

For Line B, adjusted earned premium is \(0.90(7.5)=6.75\). Compare \(6\) of written premium with \(6.75\) of adjusted earned premium. The prescribed larger base is \(6.75\), so the charge is \(0.22(6.75)=1.485\) million dollars.

The total is \(1.26+1.485=2.745\) million dollars. Rounded to the nearest cent, the total is $2,745,000.00. The line-level check is that the selected base is the larger of the two candidates in each line. A common error is to select one basis for the whole portfolio before comparing line by line; that could select the wrong base for one or more lines.

Business Mix and the Effective Factor

Line-specific factors make business mix important. Even when two portfolios have the same total premium, their charges can differ if their premiums are distributed differently among lines. The total charge is a sum of line charges, not generally the total premium multiplied by an unweighted average of the factors.

A useful summary is the effective factor, defined as total charge divided by the total adjusted premium base, when that denominator is positive. It is a premium-weighted average of the line factors. The derivation follows directly from the charge formula.

Derivation: Let \(E_i=m_iP_i\) be the adjusted exposure for line \(i\), and suppose \(\sum_i E_i>0\). Then $$ f_{\text{effective}} =\frac{C_{\text{total}}}{\sum_i E_i} =\frac{\sum_i f_iE_i}{\sum_i E_i} =\sum_i\left(\frac{E_i}{\sum_jE_j}\right)f_i. $$ The weights \(E_i/\sum_jE_j\) are nonnegative and sum to 1 when the exposures are nonnegative. Thus the effective factor is a weighted average, with larger exposures receiving larger weights. This identity does not authorize replacing the line-by-line calculation with an unweighted average.

Worked Example: Business Mix and Reordering Multiplication

Method. Apply the exposure adjustment within each line, calculate each line’s charge, and then compare the resulting effective factor with an unweighted average. Figures are hypothetical and in millions of dollars. Line X has a net premium base of \(10\), adjustment \(1.05\), and factor \(0.10\). Line Y has a net premium base of \(4\), adjustment \(0.80\), and factor \(0.25\).

For Line X, adjusted exposure is \(1.05(10)=10.5\), and its charge is \(0.10(10.5)=1.05\) million dollars. For Line Y, adjusted exposure is \(0.80(4)=3.2\), and its charge is \(0.25(3.2)=0.80\) million dollars. The total adjusted exposure is \(10.5+3.2=13.7\), and the total charge is \(1.05+0.80=1.85\) million dollars.

The effective factor is \(1.85/13.7=0.135036\ldots\), or approximately \(0.1350\) (four decimal places). The unweighted average of the factors is \((0.10+0.25)/2=0.175\), which would produce \(0.175(13.7)=2.3975\) million dollars. That is not the correct charge because the two lines do not have equal exposures.

Within either line, the factor and adjustment can be multiplied in either order: \(f_i(m_iP_i)=m_i(f_iP_i)\). For Line X, \(0.10(1.05)(10)=1.05\), and \(1.05(0.10)(10)=1.05\). Reordering multiplication within a line is valid as long as each multiplier is applied exactly once. Pooling line exposures first and then applying a single factor is different: it can discard the line-specific factor and business-mix information. The calculation is checked by verifying that the line charges sum to \(1.85\) million dollars and that the effective factor times total adjusted exposure returns that amount, up to rounding.

Calculation Controls and Common Traps

A reliable calculation keeps each line’s premium base, adjustment, factor, and charge together until all line charges have been calculated. A compact workpaper might include columns for line, prescribed premium measure, gross or net status, adjustment, adjusted exposure, factor, and charge. This makes it easier to identify omitted ceded premium, a duplicated adjustment, or a factor applied to the wrong line.

  • Confusing gross and net. Subtract ceded premium only when the prescribed base calls for the corresponding net measure and the ceded amount has not already been incorporated.
  • Substituting written for earned, or vice versa. Use the basis explicitly required. If the formula specifies a comparison, perform it for each line in the prescribed manner.
  • Applying an adjustment twice. If the stated premium base is already adjusted, do not apply the same multiplier again.
  • Using an unweighted average factor. The portfolio factor depends on the distribution of adjusted exposure among lines.
  • Claiming multiplication order changes the result. Within one line, \(f_i(m_iP_i)=m_i(f_iP_i)\). Each factor and multiplier must be applied exactly once. Pooling lines before applying line-specific factors is the separate error: it can lose information about which exposure belongs to which factor.

These charges are useful because they translate premium volumes into a common formula-based measure while preserving line-level risk distinctions. They are also sensitive to definitions and scope: a change in the netting convention, exposure basis, adjustment, or factor schedule can change the result even when the reported total premium is unchanged. In practice, the factor schedule and instructions must be taken from the applicable prescribed formula; illustrative factors should not be treated as actual regulatory factors.

Key takeaway: Identify the prescribed premium basis and reinsurance treatment first. Then calculate each line’s exposure, apply its prescribed adjustment and factor once, and sum the line charges. Business mix matters because the factors are line-specific.

Check Your Understanding

For each problem, use only the hypothetical factor and exposure instructions stated in the problem. Amounts are in millions of dollars unless stated otherwise.

  1. A line has direct written premium of \(7.2\), assumed written premium of \(0.8\), and ceded written premium of \(1.0\). The prescribed base is net written premium and the factor is \(0.16\). Calculate the line charge. (Answer: \(1.12\) million dollars.)
  2. A hypothetical rule uses the greater of net written premium and adjusted net earned premium for one line. The amounts are \(5.4\) and \(6.3\), respectively, and the earned-premium adjustment is \(0.95\). The factor is \(0.20\). Calculate the charge. (Answer: \(1.197\) million dollars.)
  3. Two lines have adjusted exposures of \(8\) and \(3\), with factors \(0.09\) and \(0.24\), respectively. Calculate the total charge and effective factor, rounded to four decimal places. (Answer: \(1.44\) million dollars; effective factor \(0.1309\).)
  4. A line has a premium base of \(4.5\), adjustment \(1.20\), and factor \(0.15\). Calculate the charge, and state whether applying the factor before rather than after the adjustment changes it. (Answer: \(0.81\) million dollars; no, either order gives the same charge when each is applied once.)
  5. A line has direct written premium of \(12\), assumed written premium of \(2\), and ceded written premium of \(4\). The prescribed net written base has an adjustment of \(1.10\) and a factor of \(0.17\). Calculate the charge. (Answer: \(1.87\) million dollars.)
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