Department of Biostatistics, University of Kentucky, Lexington, Kentucky, USA.
Vanderbilt Institute for Spatial Research, Vanderbilt University, Nashville, Tennessee, USA.
J Am Coll Cardiol. 2023 Mar 21;81(11):1049-1060. doi: 10.1016/j.jacc.2023.01.016.
There is marked geographic variation in cardiac rehabilitation (CR) initiation, ranging from 10% to 40% of eligible patients at the state level. The potential causes of this variation, such as patient access to CR centers, are not well studied.
The authors sought to determine how access to CR centers affects CR initiation in Medicare beneficiaries.
The authors used Medicare files to identify CR-eligible Medicare beneficiaries and calculate CR initiation rates at the hospital referral region (HRR) level. We used linear regression to evaluate the percent variation in CR initiation accounted for by CR access across HRRs. We then employed geospatial hotspot analysis to identify CR deserts, or counties in which patient load per CR center is disproportionately high.
A total of 1,133,657 Medicare beneficiaries were eligible for CR from 2014 to 2017, of whom 263,310 (23%) initiated CR. The West North Central Census Division had the highest adjusted CR initiation rate (35.4%) and the highest density of CR programs (6.58 per 1,000 CR-eligible Medicare beneficiaries). Density of CR programs accounted for 21.2% of geographic variation in CR initiation at the HRR level. A total of 40 largely urban counties comprising 14% of the United States population age ≥65 years had disproportionately low CR access and were identified as CR deserts.
A substantial proportion of geographic variation in CR initiation was related to access to CR programs, with a significant amount of the U.S. population living in CR deserts. These data invite further study on interventions to increase CR access.
心脏康复(CR)的启动在地域上存在显著差异,从州级层面来看,有 10%至 40%的符合条件的患者接受了 CR。这种差异的潜在原因,如患者获得 CR 中心的机会,尚未得到充分研究。
作者旨在确定 CR 中心的可及性如何影响医疗保险受益人的 CR 启动。
作者使用医疗保险文件确定 CR 资格的医疗保险受益人和计算医院转诊区(HRR)层面的 CR 启动率。作者使用线性回归评估 CR 可及性对 HRR 之间 CR 启动率的差异的百分比变化。然后,我们采用地理空间热点分析来识别 CR 荒漠,即每个 CR 中心的患者负担过高的县。
共有 1,133,657 名医疗保险受益人参于 2014 年至 2017 年期间符合 CR 条件,其中 263,310 人(23%)启动了 CR。中西部北部人口普查分部的调整后 CR 启动率最高(35.4%),CR 项目密度最高(每 1,000 名符合 CR 条件的医疗保险受益人中 6.58 个)。CR 项目密度占 HRR 层面 CR 启动地理差异的 21.2%。共有 40 个主要城市县,占美国 65 岁以上人口的 14%,CR 可及性过低,被确定为 CR 荒漠。
CR 启动的地域差异很大程度上与 CR 项目的可及性有关,美国有相当一部分人口生活在 CR 荒漠中。这些数据进一步呼吁开展干预措施,以增加 CR 可及性。