Lee Cecilia S, Su Grace L, Baughman Douglas M, Wu Yue, Lee Aaron Y
Department of Ophthalmology, University of Washington, Seattle, Washington, United States of America.
Lewis Katz School of Medicine, Temple University, Philadelphia, Pennsylvania, United States of America.
PLoS One. 2017 Aug 7;12(8):e0182598. doi: 10.1371/journal.pone.0182598. eCollection 2017.
Cataract is a major cause of age-related eye diseases in the United States, and cataract extraction is the most commonly performed surgery on Medicare beneficiaries. Analyzing the pattern in delivery of cataract care at the national level can highlight areas of disparities. We evaluated geographic disparities seen in cataract surgery delivery to Medicare beneficiaries in the United States.
Cataract extractions across the United States in 2012.
Cross-sectional study examining distance to provider and observed versus expected number of cataract extractions.
Cataract extraction current procedural terminology codes were used to sum the total observed number of cataract extractions per cataract surgeon. Epidemiology data on expected number of cataract surgeries in one year by decade of life were extrapolated via a Gaussian Process model. A linear regression model was used to compare differences in delivery of care between US economic regions.
2.2 million patients underwent cataract surgery in the Medicare dataset in 2012. The average distance to the nearest provider was 9.846 miles (standard deviation: 11.410 miles). This distance was statistically significant (p < 2.0 x 10-22) in the New England (5.935 mi), Mideast (6.356 mi), Great Lakes (8.733 mi), Far West (9.038 mi), Southeast (9.793 mi), Southwest (12.711 mi), Plains (16.047 mi), and Rocky Mountain (17.934 mi) regions. The total number of expected cataract surgeries greater than 100 miles to the nearest cataract surgeon was 1,901, where Montana, South Dakota, and Texas each had over 200 of these expected distances.
A large discrepancy exists in cataract delivery to the Medicare population based on geographic factors. Patients who live in rural areas travel farther on average to see ophthalmologists, resulting in a lower observed than expected rate of cataract surgery. Our results have implications in future allocation of resources and ophthalmologists.
在美国,白内障是与年龄相关的眼部疾病的主要病因,而白内障摘除术是医疗保险受益人群中最常施行的手术。分析全国范围内白内障治疗的模式能够凸显出存在差异的领域。我们评估了美国医疗保险受益人群接受白内障手术时存在的地理差异。
2012年美国各地的白内障摘除术。
横断面研究,考察到医疗服务提供者的距离以及观察到的与预期的白内障摘除术数量。
使用白内障摘除术当前操作术语编码来汇总每位白内障外科医生的白内障摘除术总观察数量。通过高斯过程模型推断按年龄十年划分的一年内预期白内障手术数量的流行病学数据。使用线性回归模型比较美国各经济区域之间的医疗服务差异。
2012年医疗保险数据集中有220万患者接受了白内障手术。到最近医疗服务提供者的平均距离为9.846英里(标准差:11.410英里)。在新英格兰地区(5.935英里)、中东地区(6.356英里)、五大湖地区(8.733英里)、远西地区(9.038英里)、东南部地区(9.793英里)、西南部地区(12.711英里)、平原地区(16.047英里)和落基山地区(17.934英里),这一距离具有统计学意义(p < 2.0×10⁻²²)。到最近白内障外科医生的距离超过100英里的预期白内障手术总数为1901例,其中蒙大拿州、南达科他州和得克萨斯州各自有超过200例这样的预期距离。
基于地理因素,医疗保险人群接受白内障治疗存在很大差异。居住在农村地区的患者平均要走更远的路去看眼科医生,导致观察到的白内障手术率低于预期。我们的结果对未来资源和眼科医生的分配具有启示意义。