We develop stylized and realistically-calibrated models of participating lifetime annuities, an insurance product that pays retirees guaranteed lifelong benefits along with variable nonguaranteed surplus. Our goal is to illustrate how accounting and actuarial techniques for this product shape policyholder wellbeing as well as insurer profitability and stability. We show that smoothing adds value to both the annuitant and the insurer, so curtailing smoothing could undermine the market for long-term retirement payout products.
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