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Exam ASTAM · Loss Modeling and Reinsurance Cases · Tutorial 905 of 979

Avoid Double Application of Deductibles and Limits

Trace each claim from ground-up loss to policy payment and reinsurance recovery, applying every deductible and limit only on its stated basis.

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What You'll Learn

  • Distinguish ground-up loss from payment per loss and capped claim amounts.
  • Translate a ground-up policy limit into its maximum payment after a deductible.
  • Apply a reinsurance layer to the contractually specified claim amount.
  • Diagnose when a deductible or limit has already been reflected in the data.
  • Reconcile correct and incorrect calculations claim by claim.

Introduction

A claim can be described at several stages: the original ground-up loss, the amount payable under the insured’s policy, and the amount ceded to a reinsurer. The same word, such as “claim amount,” may refer to any one of these. Applying a deductible or limit without first identifying the amount’s basis can subtract or cap the loss twice, producing an incorrect insurer payment or reinsurance recovery.

The discipline is to label the basis at every step. Start with ground-up loss \(X\). Apply the policy terms once to obtain the payment per loss \(Y^L\). Then apply reinsurance terms to the amount specified by the treaty, which may be \(Y^L\) or another expressly defined basis. The examples below focus on avoiding accidental repetition of policy terms.

Definition: A ground-up loss \(X\) is the loss before policy deductibles and limits. The payment per loss \(Y^L\) is the amount the insurer pays for that loss after applying the policy terms. A reinsurance recovery is calculated from the treaty’s specified basis; it is not automatically calculated from \(X\).

Write the Contract Basis Before Calculating

Suppose a policy has an ordinary deductible \(d\) and a maximum payment \(u\), where \(u\) is the most the insurer pays for one loss. Its payment per loss is

$$ Y^L=\min\bigl((X-d)^+,u\bigr),\qquad (z)^+=\max(z,0). $$

Here the deductible is subtracted from ground-up loss, and the cap \(u\) applies to the resulting payment. By contrast, a policy limit \(L\) may be stated as a cap on the ground-up amount considered by the policy. If \(L\ge d\), that contract gives

$$ Y^L=(\min(X,L)-d)^+=\min\bigl((X-d)^+,L-d\bigr). $$

Thus a ground-up limit \(L\) generally implies a maximum payment of \(L-d\), not \(L\). The contract wording determines which interpretation applies. Do not call both quantities simply “the limit” when doing a calculation.

Key distinction: With deductible \(d\), a maximum payment \(u\) caps the insurer’s payment at \(u\). A ground-up limit \(L\) caps the loss amount before the deductible, so the maximum payment is \(L-d\) when \(L\ge d\). These are different contract specifications.

Why the Payment Formulas Are Equivalent

For a maximum payment \(u\), the insurer pays nothing when \(X\le d\), pays \(X-d\) when \(d<X<d+u\), and pays \(u\) when \(X\ge d+u\). These cases follow directly from first subtracting \(d\), then capping the result at \(u\).

For a ground-up limit \(L\ge d\), the insurer pays nothing when \(X\le d\), pays \(X-d\) when \(d<X<L\), and pays \(L-d\) when \(X\ge L\). The maximum payment is therefore \(L-d\). The two expressions for a ground-up limit agree because both equal \(X-d\) below \(L\) and \(L-d\) at or above \(L\):

$$ (\min(X,L)-d)^+=\min\bigl((X-d)^+,L-d\bigr),\qquad L\ge d. $$

This equivalence is useful for checking a calculation, but it does not make the contract bases interchangeable. In particular, replacing a ground-up limit \(L\) with a payment cap of \(L\) raises the maximum payment by \(d\).

Worked Examples

Worked Example: Apply a Deductible Once Before a Reinsurance Layer

A hypothetical policy has a deductible of \(100\) dollars and a maximum payment of \(500\) dollars per claim. A per-claim reinsurance layer attaches at \(200\) dollars of policy payment and has a width of \(200\) dollars. For ground-up losses of \(80\), \(350\), and \(900\) dollars, calculate the policy payment and ceded amount for each claim. The treaty applies to policy payment, not ground-up loss.

Method. First calculate \(Y^L=\min((X-100)^+,500)\). Then calculate the recovery \(C=\min((Y^L-200)^+,200)\). The deductible is applied to \(X\), not to the already-adjusted payment \(Y^L\).

For \(X=80\), \((80-100)^+=0\), so \(Y^L=\min(0,500)=0\). The recovery is \(C=\min((0-200)^+,200)=0\).

For \(X=350\), \((350-100)^+=250\), so \(Y^L=\min(250,500)=250\). The recovery is \(C=\min((250-200)^+,200)=50\). The insurer retains \(250-50=200\) dollars.

For \(X=900\), \((900-100)^+=800\), so \(Y^L=\min(800,500)=500\). The recovery is \(C=\min((500-200)^+,200)=200\). The insurer retains \(500-200=300\) dollars.

Check. The policy payments are \(0,250,500\); none exceeds the \(500\)-dollar payment cap. The recoveries are \(0,50,200\); none exceeds the layer width. The method avoids the common mistake of subtracting the policy deductible from the policy payment a second time.

Worked Example: Convert a Ground-Up Policy Limit Correctly

A hypothetical policy has a \(200\)-dollar deductible and a \(1{,}000\)-dollar ground-up limit. A reinsurance layer attaches at \(850\) dollars of policy payment and covers the next \(300\) dollars. For a ground-up loss of \(1{,}400\) dollars, find the policy payment and recovery. The treaty applies to policy payment.

Method. Because the limit caps ground-up loss, first cap \(X\) at \(L=1{,}000\), then subtract the deductible:

$$ Y^L=(\min(1{,}400,1{,}000)-200)^+=(1{,}000-200)=800. $$

The equivalent payment cap is \(L-d=1{,}000-200=800\) dollars. Therefore the covered amount cannot exceed \(800\) dollars. The reinsurance layer recovery is

$$ C=\min((800-850)^+,300)=\min(0,300)=0. $$

Check. The claim exceeds the ground-up limit, so the payment is exactly the maximum \(800\) dollars. The payment is below the treaty’s \(850\)-dollar attachment, so no recovery is due. A common error is to treat the \(1{,}000\)-dollar ground-up limit as a \(1{,}000\)-dollar payment cap, which would incorrectly produce a payment of \(1{,}000\) dollars and a recovery of \(150\) dollars.

Worked Example: Recognize That Recorded Payments Are Already Net

A hypothetical insurer’s claim file lists policy payments of \(0\), \(160\), and \(400\) dollars. The underlying policy has a \(100\)-dollar deductible and a \(400\)-dollar maximum payment. A reinsurance layer attaches at \(150\) dollars of policy payment and covers the next \(200\) dollars. Calculate the recovery on each listed claim. The file contains payments, not ground-up losses.

Method. The deductible and policy cap have already been reflected in the recorded amounts. Apply the treaty directly to each payment \(Y^L\): \(C=\min((Y^L-150)^+,200)\).

For the recorded payment \(0\), \(C=\min((0-150)^+,200)=0\).

For the recorded payment \(160\), \(C=\min((160-150)^+,200)=10\).

For the recorded payment \(400\), \(C=\min((400-150)^+,200)=\min(250,200)=200\).

Total recovery is \(0+10+200=210\) dollars. The insurer’s retained amounts are respectively \(0\), \(160-10=150\), and \(400-200=200\) dollars.

Check. For each claim, retained payment plus recovery equals the listed policy payment: \(0=0+0\), \(160=150+10\), and \(400=200+200\). Subtracting the deductible again from the listed \(160\)- and \(400\)-dollar payments would use the wrong basis and understate the recoveries.

A Basis-Tracking Procedure

When a calculation contains both policy coverage and reinsurance, record what each amount represents before using a formula. The following sequence helps isolate where a repeated adjustment may have entered.

1
Identify the starting amount.
Determine whether the data give ground-up losses \(X\), payments per loss \(Y^L\), or another contract-adjusted amount. Check the wording of tables and assumptions rather than inferring the basis from the numerical size.
2
Apply policy terms only if needed.
If starting from \(X\), apply the policy deductible and limit once to obtain \(Y^L\). If the data already give \(Y^L\), do not recompute it from a ground-up-loss formula.
3
Read the treaty attachment basis.
Apply the reinsurance attachment and layer limit to the amount the treaty specifies. If it attaches to policy payment, use \(Y^L\); do not substitute \(X\).
4
Reconcile amounts.
For a simple layer with no other adjustments, check that recovery is nonnegative and no greater than the layer width, and that insurer retention plus recovery equals the payment amount on which the treaty operates.

Common Exam Traps

  • Subtracting a deductible from a payment record. If an amount is already \(Y^L\), the deductible has already been applied. Reapplying it understates the payment and may also understate a treaty recovery.
  • Applying the treaty to ground-up loss by default. A treaty that attaches to policy payment uses \(Y^L\). Using \(X\) can create a recovery on amounts the policy never paid.
  • Confusing a ground-up limit with a maximum payment. A ground-up limit \(L\) with deductible \(d\) produces a maximum payment \(L-d\), provided \(L\ge d\). A stated maximum payment \(u\) instead caps the payment at \(u\).
  • Applying a limit twice because a file is described as capped. Establish what was capped and on which basis. A file of policy payments already reflects the policy cap; a file of losses censored at a ground-up limit is not necessarily a file of policy payments.
  • Ignoring the treaty’s wording. The basis might be ground-up loss, policy payment, or another defined amount. The formula follows the contract, not a general assumption about what reinsurers cover.
Key takeaway: Label each amount before calculating: ground-up loss \(X\), policy payment \(Y^L\), and treaty recovery. Apply each deductible and limit only to the basis specified in its contract, then check that the resulting amounts reconcile.

Check Your Understanding

For each problem, track the stated basis before applying any deductible, limit, or treaty term.

  1. A policy has deductible \(50\) and maximum payment \(250\). For ground-up loss \(330\), find \(Y^L\). (Answer: \(250\) dollars)
  2. A deductible of \(100\) applies with a ground-up limit of \(700\). For \(X=900\), find the policy payment and state the maximum possible payment. (Answer: \(600\) dollars; maximum payment \(600\) dollars)
  3. A treaty attaches at \(300\) and covers the next \(200\) dollars of policy payment. A claim file gives a policy payment of \(460\) dollars. Find the recovery without reapplying the policy deductible. (Answer: \(160\) dollars)
  4. A policy has deductible \(80\) and maximum payment \(400\). A treaty attaches at \(350\) of policy payment and has a width of \(100\). For ground-up loss \(600\), calculate the policy payment and treaty recovery. (Answer: policy payment \(400\) dollars; recovery \(50\) dollars)
  5. A policy has deductible \(120\) and a ground-up limit \(900\). A treaty covers policy payments in excess of \(750\), up to a layer width of \(100\). For ground-up loss \(1{,}100\), calculate the correct recovery and identify the recovery obtained if the ground-up limit were mistakenly treated as a maximum payment. (Answer: correct recovery \(30\) dollars; mistaken recovery \(100\) dollars)
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