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A Dynamic Model of Health Plan Choice from a Real Options Perspective

机译:实物期权视角下的健康计划选择动态模型

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This paper develops a dynamic framework for analyzing an individual's choice between a Preferred Provider Organization (PPO) and a Health Maintenance Organization (HMO) under uncertainty regarding future health. We explicitly model health as a stochastic process whose fluctuations arise from three sources, one deterministic and two stochastic. Health evolves over time with a downward drift over the lifespan. In addition, health is subject to small, mean zero random fluctuations. Finally, there exists a small possibility every period of a serious illness resulting in a large, discrete fall in health. Under this characterization of health uncertainty, we develop a Real Options model valuing flexibility in health plan choice which takes into account the embedded flexibility to receive coverage for out-of-network care if the PPO health plan is chosen. Our model suggests that greater health problems increase the value of the option to go out of network for the PPO enrollee.
机译:本文建立了一个动态框架,用于分析在不确定未来健康状况的情况下个人在首选提供者组织(PPO)和健康维护组织(HMO)之间的选择。我们将健康明确地建模为随机过程,其波动来自三个来源,一个是确定性的,两个是随机的。随着时间的推移,健康随着时间的推移而发展,并且在整个生命周期中都有下降的趋势。此外,健康状况会受到较小的平均零随机波动的影响。最后,每个时期严重疾病导致健康状况大幅下降的可能性很小。在这种健康不确定性的特征下,我们开发了一个实物期权模型,该模型评估了健康计划选择的灵活性,该模型考虑了如果选择了PPO健康计划,则可以获得网络外医疗保险的内在灵活性。我们的模型表明,更大的健康问题会增加PPO参与者退出网络的选择的价值。

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