Miller Katherine E M, Parrish Elise M, Thunell Johanna
Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA.
Roger and Flo Lipitz Center to Advance Policy in Aging and Disability, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA.
Innov Aging. 2025 May 6;9(6):igaf044. doi: 10.1093/geroni/igaf044. eCollection 2025.
In the United States, Medicaid plays a prominent and growing role as a primary payer for home- and community-based services (HCBS) to help adults remain living independently in the community. While Medicaid HCBS programs vary significantly across states, limited historical, systematic data about Medicaid HCBS program components exist. We presented a systematic, reproducible approach to capture comprehensive characteristics of Medicaid HCBS waivers.
We used current and historical documentation of Medicaid 1915(c) waivers serving adults ages 65 or older from 2010 to 2019. We described waiver services available over time, specifically respite, transport, meals/dietary/nutrition services, caregiver training, and payments to family members for personal care services. We extracted data from waiver documents using HTML parsing.
We extracted data systematically from 419 of 431 waiver documents (97%) across 46 states. During a manual quality control review of data extracted, 9% of waiver documents required any manual corrections, with only 4% requiring significant corrections impacting analysis (eg, missing services). We observed that the percentage of waivers offering each service increased over time for most services except caregiver training, which decreased.
This study fills a critical gap in data availability by demonstrating a systematic approach by which researchers can construct a historical, waiver-level database of Medicaid HCBS waiver characteristics.
在美国,医疗补助计划作为家庭和社区服务(HCBS)的主要支付方,发挥着重要且日益增长的作用,以帮助成年人继续独立生活在社区中。虽然各州的医疗补助计划下的家庭和社区服务项目差异很大,但关于这些项目组成部分的历史系统数据有限。我们提出了一种系统、可重复的方法来获取医疗补助计划下家庭和社区服务豁免的全面特征。
我们使用了2010年至2019年期间为65岁及以上成年人提供服务的医疗补助计划1915(c)豁免的当前和历史文件。我们描述了不同时期可用的豁免服务,特别是临时护理、交通、膳食/饮食/营养服务、护理人员培训以及向家庭成员支付的个人护理服务费用。我们使用HTML解析从豁免文件中提取数据。
我们系统地从46个州的431份豁免文件中的419份(97%)中提取了数据。在对提取的数据进行人工质量控制审查时,9%的豁免文件需要进行任何人工修正,只有4%需要进行重大修正以影响分析(例如,服务缺失)。我们观察到,除护理人员培训服务比例下降外,大多数服务提供豁免的比例随时间增加。
本研究通过展示一种系统方法填补了数据可用性方面的关键空白,研究人员可以通过该方法构建医疗补助计划下家庭和社区服务豁免特征的历史豁免级别数据库。