Insurance, Long-Term Care

保险,长期护理
  • 文章类型: Journal Article
    背景:公共长期护理保险(LTCI)系统可以促进平等和更广泛地获得优质的长期护理。然而,由于与人口老龄化相关的护理需求不断增长,确保财务可持续性具有挑战性。为了控制不断增长的需求,日本的公共LTCI系统为老年人的功能依赖提供了独特的基于家庭和社区的预防服务(即,成人日托,护理,家庭护理,功能筛选,功能训练,健康教育,和对社会活动的支持),遵循2006年至2015年分散交付的全国协议。然而,对这些服务效果的评估尚无定论。
    方法:我们使用2009-2014年日本474家本地公共保险公司的面板数据估算了本地预防服务的边际收益和技术效率,基于随机前沿分析。结果是观察到的年龄≥65岁的被证明接受中度护理的个体与预期数量的性别和年龄调整后的比率。较高的结果值表明每年每个地区中度功能依赖的人群风险较低。估计了作为解释变量的预防服务数量的边际收益,调整区域医疗和福利准入,护理需求和供应,和其他区域因素作为协变量。
    结果:预防服务(功能筛查除外)显着降低了中度功能依赖的人群风险。具体来说,成人日托每增加1%的平均结果变化,其他护理,家庭护理占0.13%,0.07%,和0.04%,分别。本地公共保险公司的技术效率中位数为0.94(四分位数范围:0.89-0.99)。
    结论:这些研究结果表明,以人口为基础的服务,按照标准化方案进行分散的本地操作,可以实现跨区域的有效预防。通过提出提供预防性福利的有用选择,这项研究可以为当前有关公共LTCI系统中福利覆盖范围的讨论提供信息。
    BACKGROUND: Public long-term care insurance (LTCI) systems can promote equal and wider access to quality long-term care. However, ensuring the financial sustainability is challenging owing to growing care demand related to population aging. To control growing demand, Japan\'s public LTCI system uniquely provided home- and community-based prevention services for functional dependency for older people (ie, adult day care, nursing care, home care, functional screening, functional training, health education, and support for social activities), following nationwide protocols with decentralized delivery from 2006 until 2015. However, evaluations of the effects of these services have been inconclusive.
    METHODS: We estimated the marginal gain and technical efficiency of local prevention services using 2009-2014 panel data for 474 local public insurers in Japan, based on stochastic frontier analysis. The outcome was the transformed sex-and age-adjusted ratio of the observed to expected number of individuals aged ≥65 years certified for moderate care. Higher outcome values indicate lower population risk of moderate functional dependency in each region in each year. The marginal gains of the provided quantities of prevention services as explanatory variables were estimated, adjusting for regional medical and welfare access, care demand and supply, and other regional factors as covariates.
    RESULTS: Prevention services (except functional screening) significantly reduced the population risk of moderate functional dependency. Specifically, the mean changes in outcome per 1% increase in adult day care, other nursing care, and home care were 0.13%, 0.07%, and 0.04%, respectively. The median technical efficiency of local public insurers was 0.94 (interquartile range: 0.89-0.99).
    CONCLUSIONS: These findings suggest that population-based services with decentralized local operation following standardized protocols could achieve efficient prevention across regions. This study could inform current discussions about the range of benefit coverage in public LTCI systems by presenting a useful option for the provision of preventive benefits.
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  • 文章类型: Journal Article
    长期护理保险(LTCI)在非自给自足的情况下提供大量援助并补充现有的国家保护机制方面发挥着至关重要的作用。随着人口老龄化和对医疗保健服务需求的增加,LTC政策已变得不可或缺。虽然个别LTCI政策面临采用挑战,团体保险提供了一个更精简的选择。然而,要充分发挥这些保险的潜力,就必须有针对性地进行立法干预,以改善可及性并确保可持续性。本文探讨了意大利LTCI政策的演变,提供当前景观的概述,并强调塑造目前情景的社会经济和医学法律因素。通过提供这种分析,我们寻求深入了解LTCI政策的动态演变以及立法措施在提高其有效性和可及性方面的关键作用。
    Long-term care insurance (LTCI) plays a crucial role in providing substantial aid in non-self-sufficient situations and complementing existing state protection mechanisms. With an aging population and increasing demand for healthcare services LTC policies have become indispensable. While individual LTCI policies face adoption challenges, group insurances offer a more streamlined alternative. However, realizing the full potential of these insurances necessitates targeted legislative intervention to improve accessibility and ensure sustainability. This article explores the evolution of LTCI policies in Italy, offering an overview of the current landscape and highlighting the socio-economic and medico-legal factors shaping the present scenario. By providing this analysis, we seek to offer insights into the dynamic evolution of LTCI policies and the crucial role of legislative measures in enhancing their effectiveness and accessibility.
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  • 文章类型: Journal Article
    在日本,需要长期护理保险(LTCI)的老年人数量正在增加,费用正在成为一个社会问题。在这些领域,老年康复的作用包括维持身体功能和LTCI认证水平.在需要LTCI认证的老年人中,肌肉减少症的患病率很高,有很多机会来评估手握力量,步行速度,和肌肉质量。这项研究旨在确定对LTCI认证水平转变敏感的肌肉减少症相关评估,并确定预测它们的截止值。
    这项前瞻性队列研究分析了2019年3月至2023年之间的98名日托使用者(平均年龄±标准误差:78.5±0.8岁)。参与者在研究前获得了LTCI认证,并且其水平在基线和随访期间(6个月后)更新.测量包括握力,通常的步行速度,身体成分,和SARC-F得分。参与者被分类为维护,恶化,并根据其LTCI认证级别的变化进行改进。我们使用基线和比较前后确定了导致LTCI认证水平下降的因素,多变量分析,和接收机工作特性分析。
    组间基线数据没有观察到显著差异。只有恶化组表现出正常步行速度的显着变化(基线:0.64±0.25m/s,随访:0.53±0.21m/s,P=0.008)和体脂百分比(基线:29.2±9.9%,随访:27.7±10.3%,P=0.047)。二项logistic回归显示,通常步行速度(P=0.042)和体脂百分比(P=0.011)的变化与LTCI认证水平的下降显着相关,即使在调整后。区分LTCI认证水平恶化的变化临界值在通常的步行速度下为-0.14m/s(P=0.047),体脂百分比为-1.0%(P=0.029)。
    通常步行速度和体脂百分比的降低可能预示需要LTCI的老年人的认证水平会降低。
    UNASSIGNED: In Japan, the number of older adults requiring long-term care insurance (LTCI) is increasing and the cost is becoming a social problem. In these fields, the role of geriatric rehabilitation includes maintaining the physical function and LTCI certification levels. The prevalence of sarcopenia is high among older adults requiring LTCI certification, and there are many opportunities to assess the handgrip strength, walking speed, and muscle mass. This study aimed to identify sarcopenia-related assessments sensitive to transitions in LTCI certification levels and determine cut-off values to predict them.
    UNASSIGNED: This prospective cohort study analyzed 98 daycare users (mean age ± standard error: 78.5 ± 0.8 years) between March 2019 and 2023. The participants received LTCI certification before the study, and their levels were renewed between baseline and follow-up (six months later). The measurements included handgrip strength, usual walking speed, body composition, and SARC-F score. Participants were classified into maintenance, deterioration, and improvement groups according to the changes in their LTCI certification levels. We identified factors contributing to the deterioration of LTCI certification levels using baseline and before and after comparisons, multivariate analyses, and receiver operating characteristic analyses.
    UNASSIGNED: No significant differences were observed in the baseline data among the groups. Only the deterioration group showed significant changes in the usual walking speed (baseline: 0.64 ± 0.25 m/s, follow-up: 0.53 ± 0.21 m/s, P = 0.008) and body fat percentage (baseline: 29.2 ± 9.9%, follow-up: 27.7 ± 10.3%, P = 0.047). Binomial logistic regression showed that changes in usual walking speed (P = 0.042) and body fat percentage (P = 0.011) were significantly associated with the deterioration of LTCI certification levels, even after adjustment. The cutoff values of change to discriminate the deterioration of LTCI certification levels were -0.14 m/s at the usual walking speed (P = 0.047) and -1.0% for body fat percentage (P = 0.029).
    UNASSIGNED: Decreases in usual walking speed and body fat percentage may predict worse certification levels in older adults requiring LTCI.
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  • 文章类型: Journal Article
    本研究预测了长期护理保险基金的收入和支出,为制定长期护理保险基金的筹集标准提供了依据,探索完善长期护理保险试点工作的措施。
    通过运用指数平滑法和ARIMA模型对2022年养老保险基金收支进行预测,探讨了长期护理保险基金运行中存在的问题。
    2022年养老保险基金收入2889.34万元,基金补偿支出2840.70万元,基金略有结余。收支预测模型相对误差最高的分别为-2.03%和-2.76%,分别。根据基金支出的结果,年融资标准应为132.93元/人,个人融资标准应为66.47元/人。
    通过整合个人支付,福利,体育彩票公益性收入,社会捐赠,和其他方式,逐步建立多渠道风险共担的融资方式。适当提高个人筹资标准和个人年缴费标准,由50元提高到66.47元。这将促进长期保险制度的可持续发展。
    UNASSIGNED: This study forecasts the income and expenditures of the long-term care insurance fund, provides a basis for formulating the raising standard of the long-term care insurance fund, and explores the measures to improve the pilot work of long-term care insurance.
    UNASSIGNED: By using the exponential smoothing and ARIMA models to forecast the income and expenditure of the old-age care insurance fund in 2022, the problems existing in the operation of the long-term care insurance fund are discussed.
    UNASSIGNED: In 2022, the income of the old-age insurance fund was 28.8934 million yuan, and the fund compensation expenditure was 28.4070 million yuan, with a slight balance of the fund. The highest relative errors of income and expenditure forecast models are -2.03% and - 2.76%, respectively. According to the results of fund expenditure, the annual financing standard should be 132.93 yuan/person, and the individual financing standard should be 66.47 yuan/person.
    UNASSIGNED: Through the integration of personal payment, welfare, sports lottery public welfare income, social donations, and other ways, we can gradually establish a multi-channel risk-sharing financing. We will appropriately raise the standard for individual financing and the annual contribution standard for individuals from 50 yuan to 66.47 yuan. This will promote sustainable development of long-term insurance system.
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  • 文章类型: Journal Article
    快速的人口老龄化给中国家庭照顾者带来了沉重的代价。先前来自多个国家的经验证据表明,建立国家长期护理保险可以有效减轻家庭护理负担。利用2011年至2018年中国健康与退休纵向研究(CHARLS)浪潮的数据,本研究考察了实施试点长期护理保险计划对中国老年人家庭护理的影响,通过使用时变差异(DID)方法。结果表明:(1)长期护理保险试点计划的实施导致中国老年人接受的家庭护理总体下降了17.2%。(2)参与试点项目对家庭护理的影响因受访者的户籍而异,健康状况,婚姻状况,和退休金的地位,在城市居民中特别明显,有配偶,残疾人生活,没有退休金的生活。(3)机制分析的进一步结果表明,试点长期护理保险计划通过减少老年人与其成年子女之间的双代经济支持来降低家庭护理水平。(4)虽然参加试点计划减少了老年人对成年子女的依赖,他们的身心健康状况没有受到负面影响。本研究通过评估实施试点长期护理保险计划对中国老年人接受的家庭护理的影响,为现有文献做出了贡献。并支持以前的研究,参与长期护理保险显著减少老年人对家庭护理的需求,但不是为了牺牲他们的身心健康。
    Rapid population aging has been placing heavy tolls on Chinese family caregivers. Previous empirical evidence from multiple countries have shown that establishing national long-term care insurance was effective in reducing family care burdens. Utilizing data from the China Health and Retirement Longitudinal Study (CHARLS) wave 2011 to 2018, this study examined the effects of implementing the pilot long-term care insurance program on family care received by the Chinese older adults, by using a time-varying Difference-in-Differences (DID) method. The results showed that: (1) the implementation of the pilot long-term care insurance program has led to a 17.2% decline in general for family care received by the Chinese older adults. (2) The effect of participating in the pilot program on family care received differed by respondent\'s household registration, health status, marital status, and possesion of retirement pension, and were specifically pronounced among those who were urban residents, having spouse, living with disabilities, and living with no retirement pension. (3) Further results from the mechanism analyses showed that the pilot long-term care insurance program decreased the level of family care by reducing the dual intergenerational financial support between older adults and their adult children. (4) Although participating in the pilot program decreased older adult\'s dependence on their adult children, their physical and mental health status were not negatively affected. This study contributes to the existing literature by evaluating the effects of implementing the pilot long-term care insurance program on family care received by the Chinese older adults, and lends supports to the previous studies that participating in long-term care insurance significantly reduces old adults\' demand for family care, but not in sacrifice of their physical and mental well-being.
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  • 文章类型: Journal Article
    目的:2012年4月,日本政府推出了一项新的护理服务,称为护理小规模多功能家庭护理(NSMHC),以满足中度至重度日常生活活动(ADLs)功能障碍并需要医疗护理的个人的护理需求,让他们继续在社区生活。我们旨在初步分析NSMHC服务首次用户的特征。
    方法:这项汇总横断面研究使用了日本长期护理保险(LTCI)索赔数据,该数据来自首次使用NSMHC的用户(2012年4月至2019年12月)。
    方法:NSMHC包括护理家庭访视,家庭护理,托儿所,过夜和医疗。
    方法:研究人群包括从2012年4月起在日本首次获得长期护理要求认证的LTCI受益人,在2012年4月至2019年12月期间去世,并至少使用过一次LTCI服务。
    结果:在至少一次使用任何LTCI服务的836563人中,3957(0.47%)使用NSMHC。我们分析了3634人,没有任何关于长期护理要求认证的缺失数据。大多数人年龄在80岁或以上,64.3%需要3级或以上的护理,指示对ADL的完整帮助。关于痴呆症患者的ADL,70.6%处于2级或以下,表明即使患有痴呆症,他们也几乎可以独立生活。很大一部分NSMHC用户在去世前大约6个月使用了这项服务,没有事先使用任何LTCI服务;他们继续使用该服务约4个月,尽管有些人继续使用NSMHC,直到他们死亡的月份。
    结论:使用全国LTCI的个人数据,我们描述了首次使用NSMHC的特征。需要进一步的研究来调查使用NSMHC对用户结果的影响。
    OBJECTIVE: In April 2012, the Japanese government launched a new nursing service called the nursing small-scale multifunctional home care (NSMHC) to meet the nursing care demands of individuals with moderate-to-severe activities of daily living (ADLs) dysfunction and who require medical care, thereby allowing them to continue living in the community. We aimed to preliminarily analyse the characteristics of first-time users of NSMHC service.
    METHODS: This pooled cross-sectional study used the Japanese long-term care insurance (LTCI) claims data from the users\' first use of NSMHC (from April 2012 to December 2019).
    METHODS: NSMHC includes nursing home visits, home care, daycare, overnight stays and medical treatment.
    METHODS: The study population included LTCI beneficiaries who received their first long-term care requirement certification in Japan from April 2012 onwards, died between April 2012 and December 2019, and used any LTCI service at least once.
    RESULTS: Among the 836 563 individuals who used any LTCI service at least once, 3957 (0.47%) used NSMHC. We analysed 3634 individuals without any missing data regarding long-term care requirement certification. Most individuals were aged 80 years or older, with 64.3% requiring care level 3 or above, indicating complete assistance with ADLs. Regarding ADLs in individuals with dementia, 70.6% were at level 2 or below, indicating they can live almost independently even with dementia. A large proportion of NSMHC users availed the service approximately 6 months before death, with no prior use of any LTCI services; they continued using the service for around 4 months, although some people continued to use NSMHC until their month of death.
    CONCLUSIONS: Using individual data on nationwide LTCI, we described the characteristics of first-time users of NSMHC among those who died within 7.5 years from the first certification of care needs. Further studies are needed to investigate the effect of NSMHC use on user outcomes.
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  • 文章类型: Journal Article
    我们估计了劳动力供给的动态结构模型,退休,以及非正式护理,以研究德国非正式护理的短期和长期成本。结合劳动力市场摩擦和德国税收和福利制度,我们发现,在没有德国公共长期保险计划的情况下,非正式老年人护理对劳动力市场结果有不利和持续的影响,因此,对终身收入和未来养老金福利产生负面影响。护理的这些后果是不同的,取决于年龄,以前的收入,和机构法规。政策模拟表明,尽管公共长期护理保险政策在财政上成本高昂,并引起负面的劳动力市场效应,他们可以在很大程度上抵消照顾和增加福利的个人成本,尤其是低收入人群。
    We estimate a dynamic structural model of labor supply, retirement, and informal caregiving to study short and long-term costs of informal caregiving in Germany. Incorporating labor market frictions and the German tax and benefit system, we find that in the absence of Germany\'s public long-term insurance scheme, informal elderly care has adverse and persistent effects on labor market outcomes and, thus, negatively affects lifetime earnings and future pension benefits. These consequences of caregiving are heterogeneous and depend on age, previous earnings, and institutional regulations. Policy simulations suggest that while public long-term care insurance policies are fiscally costly and induce negative labor market effects, they can largely offset the personal costs of caregiving and increase welfare, especially for low-income individuals.
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  • 文章类型: Journal Article
    随着人口的迅速老龄化,老年人的健康需求显着增加,导致“社会住院”问题频繁发生,导致住院费用迅速增加。本研究探讨长期护理保险的实施能否解决因长期护理需求而产生的“社会住院问题”,从而改善老年人的整体健康状况,控制住院费用的不合理增长。
    熵理论被用作概念模型,基于2015年和2018年中国健康与退休纵向研究(CHARLS)的数据。采用最小二乘法检验长期护理需求与住院费用的关系,以及长期护理保险实施在其影响路径中的作用。
    这项研究的结果表明,长期护理需求会增加住院费用,经过一系列测试后保持稳定,例如替换核心解释变量和引入固定效应。通过中介效应检验和中介调节效应检验,我们找到了长期护理需求对住院费用的作用路径.长期护理需求通过更多的住院治疗增加了住院费用。长期护理保险降低了住院费用。其具体行动路径使得长期护理保险通过对住院次数的负向调整来降低住院费用。
    为了实现长期护理保险的公平和可持续发展,应做到以下几点:第一,长期护理保险应提前考虑预防,扩大参与范围和覆盖范围;第二,长期护理保险应考虑事件的控制,并设定适度的治疗费用;第三,长期护理保险应考虑事后监管,探索合适的支付方式。
    With the rapid aging of the population, the health needs of the older adult have increased significantly, resulting in the frequent occurrence of the \"social hospitalization\" problem, which has led to a rapid increase in hospitalization costs. This study investigates whether the \"social hospitalization problem\" arising from the long-term care needs can be solved through the implementation of long-term care insurance, thereby improving the overall health of the older adults and controlling the unreasonable increase in hospitalization costs.
    The entropy theory was used as a conceptual model, based on data from the China Health and Retirement Longitudinal Study (CHARLS) in 2015 and 2018. The least-squares method was used to examine the relationship between long-term care needs and hospitalization costs, and the role that long-term care insurance implementation plays in its path of influence.
    The results of this study indicated that long-term care needs would increase hospitalization cost, which remained stable after a series of tests, such as replacing the core explanatory variables and introducing fixed effects. Through the intermediary effect test and mediated adjustment effect test, we found the action path of long-term care needs on hospitalization costs. Long-term care needs increases hospitalization costs through more hospitalizations. Long-term care insurance reduces hospitalization costs. Its specific action path makes long-term care insurance reduce hospitalization costs through a negative adjustment of the number of hospitalizations.
    To achieve fair and sustainable development of long-term care insurance, the following points should be achieved: First, long-term care insurance should consider the prevention in advance and expand the scope of participation and coverage; Second, long-term care insurance should consider the control in the event and set moderate levels of treatment payments; Third, long-term care insurance should consider post-supervision and explore appropriate payment methods.
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  • 文章类型: Journal Article
    背景:中国已经试行了长期护理保险(LTCI),以解决日益增长的护理需求。然而,自试点以来,许多城市忽视了LTCI保费的调整,冒着LTCI长期可持续性的风险。因此,以浙江省为例,本研究通过动态筹资机制模拟了不同预期寿命和残疾情景下的死亡率调整后的长期护理需求和LTCI资金余额.
    方法:使用三参数对数二次模型来估计1990年至2020年的死亡率。以2020年至2080年的预测间隔的死亡率是通过Lee-Carter方法旋转扩展的。采用队列分量投影模型对不同残疾程度的老年人群进行模拟。老年人的残疾数据来自2018年中国健康与退休纵向研究。采用动态融资精算模型模拟LTCI基金余额。
    结果:浙江省男性(女性)的预期寿命从2020年的80.46(84.66)岁到2080年的89.39[86.61,91.74](91.24[88.90,93.25])岁。在预期平均寿命下,浙江严重残疾的长期护理需求数量呈增长趋势,从2023年的285[276,295]000增加到2080年的1027[634,1657]000。浙江的LTCI基金在2024年至2080年保费年增长率为5.25%[4.20%,6.25%]在各种残疾情况下,远高于长期护理服务单位成本的年增长率(2.25%)。LTCI基金的累计余额对预期寿命敏感。
    结论:LTCI保费的动态增长对于在2050年左右应对当前赤字和实现浙江LTCI的长期可持续性至关重要。强调动态监测残疾和死亡率信息的重要性,以立即应对保费的增加。LTCI应在扩大覆盖面和控制融资规模之间取得平衡。这项研究为发展中国家建立或试点LTCI计划提供了启示。
    BACKGROUND: China has piloted Long-Term Care Insurance (LTCI) to address increasing care demand. However, many cities neglected adjusting LTCI premiums since the pilot, risking the long-term sustainability of LTCI. Therefore, using Zhejiang Province as a case, this study simulated mortality-adjusted long-term care demand and the balance of LTCI funds through dynamic financing mechanism under diverse life expectancy and disability scenarios.
    METHODS: Three-parameter log-quadratic model was used to estimate the mortality from 1990 to 2020. Mortality with predicted interval from 2020 to 2080 was projected by Lee-Carter method extended with rotation. Cohort-component projection model was used to simulate the number of older population with different degrees of disability. Disability data of the older people is sourced from China Health and Retirement Longitudinal Study 2018. The balance of LTCI fund was simulated by dynamic financing actuarial model.
    RESULTS: Life expectancy of Zhejiang for male (female) is from 80.46 (84.66) years in 2020 to 89.39 [86.61, 91.74] (91.24 [88.90, 93.25]) years in 2080. The number of long-term care demand with severe disability in Zhejiang demonstrates an increasing trend from 285 [276, 295] thousand in 2023 to 1027 [634, 1657] thousand in 2080 under predicted mean of life expectancy. LTCI fund in Zhejiang will become accumulated surplus from 2024 to 2080 when annual premium growth rate is 5.25% [4.20%, 6.25%] under various disability scenarios, which is much higher than the annual growth of unit cost of long-term care services (2.25%). The accumulated balance of LTCI fund is sensitive with life expectancy.
    CONCLUSIONS: Dynamic growth of LTCI premium is essential in dealing with current deficit around 2050 and realizing Zhejiang\'s LTCI sustainability in the long-run. The importance of dynamic monitoring disability and mortality information is emphasized to respond immediately to the increase of premiums. LTCI should strike a balance between expanding coverage and controlling financing scale. This study provides implications for developing countries to establish or pilot LTCI schemes.
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  • 文章类型: Journal Article
    背景:中国的长期护理保险(LTCI)自2016年开始启动,以确保老年残疾人获得负担得起的护理服务。然而,对中国LTCI飞行员健康影响的严格评估受到限制。本文旨在研究LTCI对60岁及以上老年人健康的影响。
    方法:来自中国健康与退休纵向研究(CHARLS)的面板数据,我们使用倾向评分匹配(PSM)和差异差异(DID)方法来确定LTCI计划对健康的影响,并减少选择偏倚.Further,通过身体和智力功能检查效应的异质性,以评估效应在老年人群的亚组之间是否存在差异.
    结果:LTCI的实施显着改善了老年人的自测健康状况(β=0.15,P<0.05)和认知功能(β=0.59,P<0.01)。当仅保留居住在试点城市(β=0.31,P<.05对于自我评估的健康状况;β=0.98,P<.001对于认知功能)或非试点城市(β=0.14,P<.05对于自我评估的健康状况;β=0.60,P<.01对于认知功能)作为对照组时,结果是稳健的。LTCI的影响尤其体现在老年人身体残疾(β=0.13,P<.01为自评健康;β=0.76,P<.001为认知功能)或智力残疾(β=0.16,P<.01为自评健康)。
    结论:从政策角度来看,这些发现表明,中国的LTCI可以有益于老年人的健康结果,尤其是那些身体或认知障碍的人。政策制定者可以更有效地确定资源的目标,以改善最脆弱人群的健康结果。
    BACKGROUND: China\'s long-term care insurance (LTCI) has been launched since 2016 to ensure that older disabled people obtain affordable care services. However, rigorous evaluations of the health effects of China\'s LTCI pilots have been limited. This paper aimed to examine the effects of LTCI on health among older adults aged 60 years and above.
    METHODS: Drawing from panel data of the China Health and Retirement Longitudinal Study (CHARLS), we used a propensity score matching (PSM) and difference-in-difference (DID) approach to identify the health effects of the LTCI program and reduce the selection bias. Further, heterogeneity of the effects was examined by physical and intellectual function to evaluate whether the effects differed among subgroups of older population.
    RESULTS: The implementation of LTCI significantly improved self-rated health (β = 0.15, P<.05) and cognitive function (β = 0.59, P<.01) for older adults. The results were robust when keeping only those living in pilot cities (β = 0.31, P<.05 for self-rated health status; β = 0.98, P<.001 for cognitive function) or non-pilot cities (β = 0.14, P<.05 for self-rated health status; β = 0.60, P<.01 for cognitive function) as the control group. The effects of LTCI were especially manifested in older adults with physical disability (β = 0.13, P<.01 for self-rated health; β = 0.76, P<.001 for cognitive function) or intellectual disability (β = 0.16, P<.01 for self-rated health).
    CONCLUSIONS: From a policy perspective, these findings suggested that LTCI in China could benefit the health outcomes of older adults, especially those with physical or cognitive disabilities. Policy-makers can target resources more effectively to improve health outcomes for the most vulnerable populations.
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