Why a Waiting Period Changes the Benefit Value
A benefit described as “payable after a two-year waiting period” is not fully specified until we know what must happen during those two years. For a disability benefit, the contract might require continuous disability from claim onset until the waiting period ends. Recovery before then can prevent eligibility, and a later disability episode may start a new waiting period. In that case, valuing the benefit as if it were merely postponed by two years overstates its expected value.
The key is to track both the policy state and the waiting-period status. A person who is disabled but has not yet satisfied the waiting period is not in the same benefit state as a person who is disabled and eligible to receive benefits. The calculations below focus on benefit values; premiums and expenses are excluded unless explicitly stated.
For a continuous-disability condition, it is useful to distinguish the state \(D_W\), disabled and still waiting, from \(D_E\), disabled and eligible. Recovery and death can terminate eligibility or prevent it from being reached. A waiting period measured from the onset of disability is therefore different from a fixed payment date measured from policy issue.
Prospective Value While Still Waiting
Consider a hypothetical contract with a continuous benefit paid at rate \(b\) per year once eligibility begins. Suppose the insured is currently disabled and has \(r\) years remaining in the waiting period. Assume that recovery and death are competing transitions with constant intensities \(\rho_W\) and \(\mu_W\) while waiting, and that either event ends the current disability claim. Write \(q_W=\rho_W+\mu_W\). Once eligible, assume the corresponding total termination intensity is the constant \(q_E\). Let the force of interest be the constant \(\delta\).
There is no benefit during the remaining waiting time. To reach eligibility, the insured must remain disabled for all \(r\) years, with probability \(e^{-q_Wr}\). Conditional on reaching eligibility, the expected present value at that time of a continuous benefit paid until recovery or death is \(b/(\delta+q_E)\). Discounting that value back through the waiting period gives:
This formula assumes constant transition intensities, a benefit that starts as soon as the waiting period is completed, and continuous payments that cease at recovery or death. It is a prospective value conditional on being disabled and waiting now; it is not automatically the value at policy issue. To calculate an issue-date value, the probability and timing of entering the waiting state must also be included.
Why the Waiting-Period Formula Holds
The formula follows by conditioning on whether the insured reaches eligibility. While waiting, the total rate of recovery or death is \(q_W\). Under constant competing intensities, the probability of no such transition for \(r\) years is \(e^{-q_Wr}\). The force of interest discounts a payment at time \(r\) by \(e^{-\delta r}\). Thus the combined factor for both remaining disabled and discounting is \(e^{-(q_W+\delta)r}\).
At eligibility, consider a small interval of length \(dt\). Conditional on being eligible at its start, the probability of still being eligible at time \(t\) is \(e^{-q_Et}\), and the discount factor is \(e^{-\delta t}\). The expected value of the continuous payments from that point is therefore:
Multiplying the value at eligibility by the probability-and-discount factor for reaching eligibility gives the stated prospective value. The argument also shows why using \(q_E\) during the waiting period, or omitting \(q_W\) altogether, can produce an incorrect result.
Worked Example: Continuous Benefit After a Two-Year Waiting Period
A hypothetical disability contract pays a continuous benefit at the rate of $12,000 per year once a two-year continuous-disability waiting period has been completed. From claim onset, the recovery intensity is \(0.10\) per year and the death intensity is \(0.05\) per year. After eligibility, these same intensities continue. The force of interest is \(\delta=0.05\). Find the prospective benefit value at claim onset.
Method. Use the waiting-state survival and discount factor, followed by the value of a continuous benefit in the eligible state. The common mistake to avoid is to discount the benefit for two years but ignore the possibility of recovery or death before qualification.
The total termination intensity while waiting and while eligible is:
The probability of remaining disabled throughout the two-year waiting period is:
The eligible-state benefit value, measured at the time eligibility begins, is:
The combined discount factor for the two-year wait is \(e^{-\delta r}=e^{-0.05(2)}=e^{-0.10}=0.904837\). Therefore:
As a check, \(e^{-0.40}=0.670320\), so the result is \(60{,}000(0.670320)=\$40{,}219.20\), rounded to the nearest cent. The value is less than the $60,000 eligible-state value because the insured must both survive the waiting period in the disabled state and wait for payments to begin.
Discrete Payments and State Eligibility
For annual benefits, the same state distinction applies, but the payment timing must also be specified. Suppose a benefit is paid at the end of each year only if the insured is eligible at that payment date. If qualification requires two complete years of continuous disability, the first possible payment is at the end of year 2. Under a simple annual model with probability \(p\) of remaining disabled in each year, the probability of remaining continuously disabled through year \(k\) is \(p^k\). With annual effective interest rate \(i\), the value of a level payment \(B\) at each eligible year-end is \(B\sum_{k=2}^{\infty}p^kv^k\), where \(v=1/(1+i)\), provided \(pv<1\).
This annual model is a discrete-time assumption, not a conversion of continuous transition intensities. It treats the disabled-or-terminated transition as occurring over each annual interval and makes payment eligibility depend on the state at each year-end. The contract’s timing convention determines whether a payment is due exactly when the waiting period ends.
Worked Example: Annual Payments With a Two-Year Qualification Rule
A hypothetical plan pays $10,000 at each year-end when a claimant is eligible and still disabled. The claimant begins in the disabled waiting state. Qualification requires two complete years of continuous disability. At each year-end, a claimant who is still disabled remains disabled for the next year with probability \(0.80\); otherwise, the claim terminates. The effective annual interest rate is \(i=4\%\). Find the expected present value of all benefit payments.
Method. Sum the discounted payments over all year-ends at which the claimant can be both qualified and still disabled. This avoids the mistake of treating the first payment as due at the end of year 1.
A payment at the end of year \(k\), for \(k\geq 2\), requires the claimant to remain disabled through all \(k\) annual transitions. Its probability is \(0.80^k\), and its discount factor is \(v^k\), where \(v=1/1.04\). Thus the common ratio of the payment-value series is:
The value is:
The geometric series converges because \(10/13<1\). As a check, the first possible payment has value \(10{,}000(10/13)^2\), and later payments add a positive amount, so the total must exceed that first-payment value. The result is rounded to the nearest cent.
Residual Waiting Time and Changing Intensities
A reserve during a disability episode may be calculated after part of the waiting period has already elapsed. Use the remaining waiting time, not the original full waiting period. If the claimant has completed eight months of a twelve-month waiting period and the contract requires continuous disability, then the residual waiting time is four months. Rates expressed per year must be applied to \(4/12\) of a year, not to four years or to the original twelve months.
Transition intensities may also vary with time or with waiting status. If the total rate of recovery or death at time \(t\) during the remaining wait is \(q_W(t)\), the probability of remaining in the waiting state for \(r\) years is \(\exp(-\int_0^r q_W(t)\,dt)\). If the force of interest is also time-varying, its discount factor over the wait is \(\exp(-\int_0^r\delta(t)\,dt)\). These factors multiply the eligible-state value when the post-qualification benefit model is separate and correctly specified.
Worked Example: Piecewise Rates During the Waiting Period
A hypothetical contract pays a continuous benefit at the rate of $8,000 per year after a 1.5-year continuous-disability waiting period. During the first year of waiting, recovery and death have combined intensity \(0.20\) per year. During the next half-year and after eligibility, their combined intensity is \(0.10\) per year. The force of interest is constant at \(\delta=0.04\). Find the value at the start of the waiting period.
Method. Apply the appropriate transition intensity to each part of the wait, discount over the full 1.5 years, and then value the benefit after qualification. The common mistake is to use one transition rate for the entire waiting period or to discount for only one year.
The probability of remaining disabled throughout the wait is:
The discount factor over the full waiting period is:
After eligibility, the combined termination intensity is \(q_E=0.10\), so the continuous benefit value at eligibility is:
Combining the factors gives:
The final value is rounded to the nearest cent. The combined exponent includes both the waiting-period termination risk, \(0.25\), and the waiting-period interest discount, \(0.06\). The eligible-state denominator uses the post-qualification intensity, not the waiting-period intensity.
Common Errors and Model Checks
Waiting-period calculations are especially sensitive to the contract’s definition of qualification. Before calculating, state whether the clock starts at policy issue or claim onset; whether the claimant must remain in one state continuously; what recovery does to the clock; and when the first payment is due. These are model assumptions, not details that can safely be inferred from the word “deferred.”
- Discounting without allowing for failure to qualify. Multiplying an eligible-state value only by \(e^{-\delta r}\) assumes everyone reaches eligibility. For continuous-disability qualification, include the probability of remaining disabled during the wait.
- Using the wrong transition rate. Waiting-state and eligible-state termination intensities can differ. Use each rate over the period in which it applies.
- Starting payments too early. In a discrete model, a two-year waiting period does not ordinarily permit a payment at the end of year 1. Check the precise payment-date condition.
- Mixing time units. A rate per year must be multiplied by time in years. Convert months to a fraction of a year when using annual rates.
- Confusing benefit deferral with eligibility. If the benefit is merely postponed but remains payable regardless of intervening state changes, a continuous-disability survival factor is not appropriate.
A useful check is to compare the waiting-state value with the corresponding value for someone already eligible. Under the assumptions used above, the waiting-state value is the eligible-state value multiplied by factors no greater than one, so it cannot be larger. Also check that a longer waiting period or higher waiting-state termination intensity does not increase the value, all else equal.
Check Your Understanding
For each problem, identify the qualifying condition and apply the stated payment timing and interest assumptions.
- A hypothetical benefit pays continuously at $9,000 per year after a 1.5-year continuous-disability wait. The combined recovery and death intensity is \(0.12\) per year both while waiting and eligible, and \(\delta=0.03\). Find the value at the start of the wait. (Answer: $47,910.98)
- A claimant starts in a disabled waiting state. A hypothetical plan pays $5,000 at each eligible year-end, beginning after two complete years of continuous disability. The annual probability of remaining disabled is \(0.70\), and \(i=5\%\). Find the expected present value. (Answer: $6,666.67)
- A hypothetical contract pays a lump sum of $20,000 at the end of a three-year continuous-disability wait, provided the claimant remains disabled throughout. The termination intensity is \(0.10\) per year and \(\delta=0.04\). Find the value at the start of the wait. (Answer: $13,140.94)
- A continuous benefit of $6,000 per year begins after one more year in the disabled waiting state. The total waiting-state termination intensity is \(0.10\), the eligible-state termination intensity is \(0.12\), and \(\delta=0.03\). Find the prospective benefit value now. (Answer: $35,123.82)
- A hypothetical continuous benefit of $12,000 per year begins after two years of continuous disability. The termination intensity is \(0.20\) during the first year of waiting, \(0.10\) during the second year, and \(0.15\) after eligibility. The force of interest is \(\delta=0.05\). Find the value at the start of the wait. (Answer: $40,219.20)