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Projection of Long-Term Care Costs in China, 2020–2050: Based on the Bayesian Quantile Regression Method

机译:中国长期护理成本投影,2020-2050:基于贝叶斯分位数回归方法

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摘要

The aging population in China highlights the significance of elderly long-term care (LTC) services. The number of people aged 65 and above increased from 96 million in 2003 to 150 million in 2016, some of whom were disabled due to chronic diseases or the natural effects of aging on bodily functions. Therefore, the measurement of future LTC costs is of crucial value. Following the basic framework but using different empirical methods from those presented in previous literature, this paper attempts to use the Bayesian quantile regression (BQR) method, which has many advantages over traditional linear regression. Another innovation consists of setting and measuring the high, middle, and low levels of LTC cost prediction for each disability state among the elderly in 2020−2050. Our projections suggest that by 2020, LTC costs will increase to median values of 39.46, 8.98, and 20.25 billion dollars for mild, moderate, and severe disabilities, respectively; these numbers will reach 141.7, 32.28, and 72.78 billion dollars by 2050. The median level of daily life care for mild, moderate, and severe disabilities will increase to 26.23, 6.36, and 27 billion dollars. Our results showed that future LTC cost increases will be enormous, and therefore, the establishment of a reasonable individual-social-government payment mechanism is necessary for the LTC system. The future design of an LTCI system must take into account a variety of factors, including the future elderly population, different care conditions, the financial burden of the government, etc., in order to maintain the sustainable development of the LTC system.
机译:中国老龄化人口突出了老年长期护理(LTC)服务的重要性。 65岁及以上的人数从2003年的9600万增加到2016年的1.5亿,其中一些人因慢性疾病或老龄化对身体职能的自然影响而被禁用。因此,未来LTC成本的测量是关键的价值。在基本框架之后,但使用来自先前文献中提出的不同实证方法,本文试图使用贝叶斯分位数回归(BQR)方法,这具有与传统线性回归相同的优势。另一种创新包括在2020 - 2015年20年代的老年人中的每种残疾国家的高,中间和低水平的LTC成本预测。我们的预测表明,到2020年,LTC成本将增加到69.46,8.98,8.98和20.25亿美元的中位数,分别为轻度,中等和严重残疾;这些数字将达到141.7,32.28和727.8亿美元到2050年。温和,中等和严重残疾人的日常生活水平将增加到26.23,6.36和270亿美元。我们的研究结果表明,未来的LTC成本增加将是巨大的,因此,为LTC系统建立合理的个人社会政府支付机制。 LTCI系统的未来设计必须考虑各种因素,包括未来的老年人,不同的护理条件,政府的财务负担等,以维持LTC系统的可持续发展。

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  • 作者

    Xiaocang Xu; Linhong Chen;

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  • 年度 2019
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  • 原文格式 PDF
  • 正文语种 eng
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