The financial benefits of health engagement programs to life insurers  

作　　者：Hae Kang Lee 

机构地区：[1]Korea University BusinessSchool,145,Anam‑Ro,Seongbuk‑Gu,Seoul 02841,Korea

出　　处：《Financial Innovation》2024年第1期163-200,共38页金融创新(英文)

摘　　要：Life insurance companies,as equity stakeholders in policyholders’lives,have incentives to mitigate their health risks.I introduce a framework that enables life insurers to evaluate the financial viability of developing and implementing health engagement programs.By leveraging a proprietary big database of health and mortality information from a large U.S.life insurer,I use machine learning techniques to quantify the benefits and use a rational addiction model to calculate the costs associated with these programs.The estimated net benefit available to the life insurer from the smoking cessation program is USD 87 million and the aggregate benefit from including other chronic conditions is USD 872 million.I explore the broader application of this framework in a general health policy context.

关 键 词：Life insurance Health engagement programs Risk mitigation Smoking cessation Rational addiction Mortality prediction Random survival forest 

分 类 号：TP3[自动化与计算机技术—计算机科学与技术]