Age dependent decline of relative risks in life insurance medical underwriting

Abstract

Insights

Life insurance risk assessment requires checking if mortality risk factors change with age. This study found that while some factors are age-dependent, not all underwriting guidelines accurately reflect this, impacting insurance accessibility.

Area of Science:

  • Epidemiology
  • Medical Underwriting
  • Biostatistics

Background:

  • Life insurance underwriting relies on assessing mortality hazards.
  • Medical underwriting guidelines use population data and clinical studies to evaluate risk.
  • The age-dependency of relative hazards (RHs) for risk determinants is often assumed but requires validation.

Purpose of the Study:

  • To investigate the age-dependency of relative hazards (RHs) for key risk determinants in life insurance medical underwriting.
  • To assess whether current underwriting guidelines adequately account for age-related changes in mortality risk.
  • To provide evidence for refining underwriting practices to improve insurance accessibility.

Main Methods:

  • Population-based cohort study using NHANES III and linked mortality data (2010).
  • Included participants aged 20-69 without prevalent high-risk diseases.
  • Generalized Linear Model (GLM) with Poisson error structure compared observed to expected mortality using US Life Tables and Valuation Basic Tables, assessing age-dependency of systolic blood pressure (SBP), ASAT, LDH, serum albumin, and albuminuria.

Main Results:

  • All five continuous risk determinants showed age-dependent values between age groups 20-54 and 55-69.
  • Only systolic blood pressure (SBP) demonstrated a clear increase with age and a significant interaction term with age in the GLM.
  • The choice of life tables did not impact the calculation of expected mortality.

Conclusions:

  • Age-dependency of RHs is confirmed when risk determinants themselves are age-dependent, as seen with SBP.
  • Age-dependency may not be significant or linearly modelable for all risk factors, challenging current underwriting practices.
  • Medical underwriting guidelines for life insurance should be statistically and graphically validated for age-dependency using appropriate statistical models and life tables.

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