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Exam FAM · Coverage Structures and Claim Payments · Tutorial 37 of 988

Writing Basic Coverage Rules As Piecewise Functions

Write and interpret piecewise payment rules for basic insurance coverage clauses, including their boundary values and common traps.

Beginner 11 min read

What You'll Learn

  • Define the loss and insurer-payment variables used in a coverage rule
  • Write deductible payments by loss interval, including the deductible boundary
  • Represent a limit on insurer payment as a piecewise function
  • Express a proportional-payment clause and calculate the insurer’s and insured’s shares
  • Check payment rules for valid intervals, boundaries, and plausible payment amounts

From Coverage Language to a Payment Function

A coverage clause describes how a loss translates into an insurer’s payment. Writing that relationship as a function makes the rule precise: it shows which formula applies to each possible loss and what happens at the boundaries between cases. That precision helps prevent errors such as paying on a loss that does not exceed a deductible or treating a payment limit as an amount added to the loss.

Throughout this tutorial, consider one hypothetical covered loss at a time. Let \(X\) be the nonnegative ground-up loss, measured before applying the clause, and let \(Y^L\) be the insurer’s payment for that loss. The examples assume the loss is otherwise covered and that no other clause changes the payment. Each stated limit applies to the insurer’s payment for this loss; no occurrence or policy-period aggregation is involved.

Definition: A piecewise payment function gives the insurer’s payment as a function of loss, using a separate formula on each stated loss interval. The intervals must cover the possible losses under consideration, and their boundary values must give an unambiguous, consistent payment.

A reliable translation method is to identify the type of clause, find the loss values where its operation changes, and assign a payment formula to each resulting interval. Then check that the formula gives the intended payment at each boundary.

1
Name the loss and payment.
Use \(X\) for the ground-up loss and \(Y^L\) for the insurer’s payment per loss.
2
Identify the clause’s threshold or percentage.
A deductible creates a threshold, a payment limit creates a cap, and a proportional clause specifies a share of the loss.
3
Write intervals and payments.
State both the loss interval and the payment formula that applies there.
4
Check the result.
Evaluate boundary losses and confirm that the payment is nonnegative and no greater than the loss under the stated clause.

A Deductible as a Piecewise Rule

Suppose a policy has a deductible \(d\), where \(d\geq 0\), and the insurer pays the portion of a covered loss that exceeds the deductible. The insurer pays nothing when the loss is at or below \(d\). When the loss is greater than \(d\), the payment is the loss less \(d\).

$$ Y^L = \begin{cases} 0, & 0 \leq X \leq d,\\ X-d, & X>d. \end{cases} $$

The boundary \(X=d\) belongs in the zero-payment interval: the loss does not exceed the deductible, so nothing is payable. The same rule can be written compactly as \(Y^L=\max(X-d,0)\). The piecewise form is especially useful when a question asks for the loss interval associated with each payment.

Why the deductible formula holds: The deductible is the part of the loss retained by the insured before insurer payment begins. If \(X\leq d\), there is no excess loss, so payment is zero. If \(X>d\), the excess is \(X-d\). These two cases produce exactly the piecewise rule above.

Worked Example: Applying a Deductible at and Above Its Threshold

A hypothetical property policy pays covered loss in excess of a deductible of $600. Write its payment function and find the payment for losses of $450, $600, and $1,475.

Method. Compare each loss with the deductible, then apply the corresponding piece of the function. The clause has no payment limit or proportional adjustment.

The deductible is \(d=\$600\), so

$$ Y^L = \begin{cases} 0, & 0 \leq X \leq 600,\\ X-600, & X>600. \end{cases} $$

For \(X=\$450\), the loss is at or below $600, so \(Y^L=\$0\). For \(X=\$600\), the loss equals the deductible, so it is still in the first interval and \(Y^L=\$0\). For \(X=\$1{,}475\), the loss exceeds the deductible, and the payment is \(1{,}475-600=\$875\).

Check. The insurer pays no more than the loss in each case. The $875 payment is the part of the $1,475 loss above the $600 deductible. A common mistake is to pay $600 at the boundary; that treats the deductible as an insurer payment rather than an amount retained by the insured.

A Limit on the Insurer’s Payment

A limit \(u\), where \(u\geq 0\), caps the insurer’s payment at \(u\). For this rule, assume there is no deductible and the policy pays the covered loss up to that cap. A loss below the limit is paid in full; a loss above it results in payment of the limit, not the full loss.

$$ Y^L = \begin{cases} X, & 0 \leq X \leq u,\\ u, & X>u. \end{cases} $$

At \(X=u\), the payment is \(u\), whether that boundary is included in the first case or the second. The rule can also be written \(Y^L=\min(X,u)\). The phrase limit on insurer payment matters: it is a cap on what the insurer pays, not a deductible subtracted from every loss.

Worked Example: Finding the Payment Under a Policy Limit

A hypothetical equipment policy has a $2,400 limit on the insurer’s payment per loss and no deductible. Find the payment and the unpaid portion of each ground-up loss: $1,850, $2,400, and $3,050.

Method. Use the loss itself when it does not exceed the limit; otherwise, use the limit. The unpaid portion is \(X-Y^L\).

Here \(u=\$2{,}400\), so \(Y^L=X\) for \(0\leq X\leq 2{,}400\), and \(Y^L=2{,}400\) for \(X>2{,}400\).

For \(X=\$1{,}850\), the loss is below the limit. Thus \(Y^L=\$1{,}850\), and \(X-Y^L=1{,}850-1{,}850=\$0\).

For \(X=\$2{,}400\), the loss equals the limit. Thus \(Y^L=\$2{,}400\), and \(X-Y^L=2{,}400-2{,}400=\$0\).

For \(X=\$3{,}050\), the loss exceeds the limit. Thus \(Y^L=\$2{,}400\), and \(X-Y^L=3{,}050-2{,}400=\$650\).

Check. Each insurer payment is at most $2,400 and at most the corresponding loss. A common mistake is to subtract the $2,400 limit from every loss. That would incorrectly make the payment for the $3,050 loss equal to $650; $650 is the unpaid amount above the cap, not the insurer’s payment.

A Proportional-Payment Clause

A proportional-payment clause assigns the insurer a fixed fraction \(\alpha\) of each covered loss, where \(0\leq\alpha\leq1\). Assume there is no deductible or limit. The insurer’s payment is the specified fraction of the ground-up loss at every loss amount, including zero.

$$ Y^L = \alpha X, \qquad X\geq 0. $$

The insured’s unpaid portion under this clause is \(X-Y^L=(1-\alpha)X\). These shares add to the full loss because \(\alpha X+(1-\alpha)X=X\). A proportional clause differs from a deductible: it does not wait for a threshold before payment begins.

Worked Example: Applying an Insurer Percentage

Under a hypothetical contract with no deductible or limit, the insurer pays 70% of each covered loss. For a ground-up loss of $3,600, find the insurer’s payment and the unpaid portion.

Method. Convert the stated percentage to \(\alpha=0.70\), multiply the loss by \(\alpha\), and subtract the payment from the loss to find the unpaid portion.

The insurer’s payment is \(Y^L=0.70(3{,}600)=\$2{,}520\). The unpaid portion is \(3{,}600-2{,}520=\$1{,}080\). Equivalently, the insured’s share is \(1-0.70=0.30\), and \(0.30(3{,}600)=\$1{,}080\).

Check. The two portions sum to the ground-up loss: \(2{,}520+1{,}080=3{,}600\). A common mistake is to calculate the insured’s 30% share and report it as the insurer’s payment. The insurer’s share is 70%, or $2,520.

Compare the Rules Before Calculating

The same loss can produce different payments under different clauses. Check the wording to determine whether it gives a threshold, a cap, or a percentage. Do not substitute one rule for another just because a number in the clause looks like an amount to add or subtract.

Clause, under stated assumptionsPiecewise or direct ruleWhat changes across losses?
Deductible \(d\), no limit\(Y^L=0\) for \(0\leq X\leq d\); \(Y^L=X-d\) for \(X>d\)Payment begins only when loss exceeds \(d\).
Payment limit \(u\), no deductible\(Y^L=X\) for \(0\leq X\leq u\); \(Y^L=u\) for \(X>u\)Payment increases with loss until it reaches \(u\).
Proportional share \(\alpha\), no deductible or limit\(Y^L=\alpha X\), for \(X\geq0\)Payment remains the same fraction of each loss.

A useful final check is to test a loss below any threshold, exactly at the threshold, and above it. For a deductible, those checks distinguish the zero-payment region from the excess-payment region. For a limit, they confirm where payment stops increasing. For a proportional clause, they confirm that the same percentage applies throughout.

Common Translation Errors

  • Paying the deductible itself. A deductible is the amount retained by the insured, not an amount the insurer automatically pays. When \(X=d\), the deductible rule gives \(Y^L=0\).
  • Using the excess above a limit as the payment. When \(X>u\), the insurer pays \(u\); \(X-u\) is the amount beyond the limit.
  • Confusing insurer and insured percentages. If the insurer pays \(\alpha\), the insured’s share is \(1-\alpha\), not \(\alpha\).
  • Leaving out intervals or assumptions. A piecewise rule should identify the loss range for every formula. State whether a limit caps insurer payment and whether a proportional clause has any deductible or limit.
  • Ignoring the boundary. Check equality at the deductible or limit. A correct formula must give a payment consistent with the clause at that exact loss.
Key takeaway: Translate the clause before substituting a loss value. A deductible removes an initial amount before payment begins, a payment limit caps the insurer’s payment, and a proportional clause assigns a fixed fraction of the loss. State the intervals and check their boundaries.

Check Your Understanding

For each hypothetical clause, write or use the payment rule as requested. Assume all losses are otherwise covered and that each clause has only the terms stated.

  1. A policy pays loss in excess of a $750 deductible. Write the payment rule and find the payment for losses of $680, $750, and $2,100. (Answer: \(Y^L=0\) for \(0\leq X\leq750\) and \(Y^L=X-750\) for \(X>750\); payments are $0, $0, and $1,350.)
  2. A policy has no deductible and caps insurer payment at $1,800. Find the insurer payment and unpaid portion for losses of $1,450 and $2,350. (Answer: payments are $1,450 and $1,800; unpaid portions are $0 and $550.)
  3. A clause with no deductible or limit assigns 65% of each loss to the insurer. For a $4,800 loss, find both shares and check that they sum to the loss. (Answer: insurer $3,120; unpaid portion $1,680; total $4,800.)
  4. A policy pays loss above a $300 deductible, with no limit. For a loss of exactly $300 and a loss of $300.01, find the payments. (Answer: $0 and $0.01.)
  5. A hypothetical policy pays 82% of each covered loss, with no deductible or limit. For a $1,250 loss, calculate the insurer payment and the insured share; identify which share is the payment under the clause. (Answer: insurer payment $1,025; insured share $225.)
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