Incorporating Informal Caregiving Time Into Cost-Effectiveness Analysis for Adults Aged 50 and Older: Estimating From Health-Related Quality of Life and Functional Status.

IF 6 2区 医学 Q1 ECONOMICS
Boshen Jiao, Xinran Lu, Darius N Lakdawalla, William V Padula, Fangli Geng
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引用次数: 0

Abstract

Objectives: Informal caregiving, often provided by family and friends, is essential for supporting individuals with functional impairments. However, these caregiving costs are frequently excluded from cost-effectiveness analyses (CEAs), potentially biasing the evaluation of medical interventions dependent on informal caregiving. Although guidelines recommend including these costs in CEA from a societal perspective, implementation has been inconsistent because of limited data. To address this gap, we developed US-based models estimating informal caregiving time by linking it to health-related quality of life (HrQoL) of care recipients.

Methods: Using data from the 2010 to 2018 waves of the Health and Retirement Study, a nationally representative survey of Americans aged 50+, we focused on individuals with limitations in activities of daily living (ADLs) or instrumental ADLs (IADLs). We performed regression analyses to estimate the association between informal caregiving time and HrQoL, developing separate models with and without ADL/IADL predictors. Additionally, we created models with both preference-based health utility scores from the Health Utilities Index Mark 3 and visual analog scale scores as the HrQoL measures.

Results: The models demonstrated strong predictive accuracy based on cross-validation. Findings from the models using HrQoL as the primary predictor indicate that lower Health Utilities Index or visual analog scale scores are associated with increased caregiving time. The models incorporating the number of ADL and IADL limitations as additional predictors further highlight the growing demand for informal caregiving as functional impairments worsen.

Conclusions: These models provide practical tools to facilitate the inclusion of informal caregiving costs in US-based CEAs.

将非正式护理时间纳入50岁及以上成年人的成本-效果分析:从健康相关生活质量和功能状态估计
目的:通常由家人和朋友提供的非正式照料对于支持有功能障碍的个人至关重要。然而,这些护理费用经常被排除在成本效益分析(cea)之外,这可能会对依赖于非正式护理的医疗干预措施的评估产生偏见。尽管指南建议从社会角度将这些成本包括在CEA中,但由于数据有限,实施一直不一致。为了解决这一差距,我们开发了基于美国的模型,通过将非正式护理时间与护理对象的健康相关生活质量(HrQoL)联系起来,来估计非正式护理时间。方法:使用2010-2018年健康与退休研究(HRS)的数据,这是一项针对50岁以上美国人的全国代表性调查,我们重点关注日常生活活动(ADLs)或工具性ADLs (IADLs)受限的个体。我们进行了回归分析,以估计非正式护理时间与HrQoL之间的关系,并开发了单独的模型,包括ADL/IADL预测因子和不包括ADL/IADL预测因子。此外,我们创建了基于健康效用指数(HUI)标记3的基于偏好的健康效用评分和视觉模拟量表(VAS)评分作为HrQoL测量的模型。结果:基于交叉验证的模型显示出较强的预测准确性。使用HrQoL作为主要预测因子的模型结果表明,较低的HUI或VAS评分与护理时间的增加有关。将ADL和IADL限制数量作为额外预测因素的模型进一步强调,随着功能障碍的恶化,对非正式护理的需求日益增长。结论:这些模型提供了实用的工具,有助于在美国的cea中纳入非正式护理成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Value in Health
Value in Health 医学-卫生保健
CiteScore
6.90
自引率
6.70%
发文量
3064
审稿时长
3-8 weeks
期刊介绍: Value in Health contains original research articles for pharmacoeconomics, health economics, and outcomes research (clinical, economic, and patient-reported outcomes/preference-based research), as well as conceptual and health policy articles that provide valuable information for health care decision-makers as well as the research community. As the official journal of ISPOR, Value in Health provides a forum for researchers, as well as health care decision-makers to translate outcomes research into health care decisions.
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