Lavery Jessica A, Lipitz-Snyderman Allison, Li Diane G, Bach Peter B, Panageas Katherine S
Memorial Sloan Kettering Cancer Center, New York, NY.
JCO Clin Cancer Inform. 2019 Feb;3:1-24. doi: 10.1200/CCI.18.00093.
Medicare claims provide a rich data source for large-scale quality assessment because data are available for all beneficiaries nationally. For cancer surgery, the absence of information regarding site of cancer and date of diagnosis on an administrative claim necessitates testing to ensure accurate quality assessment and public reporting.
Using the SEER Medicare-linked database as the gold standard, we developed and tested an approach to identify cancer-directed surgeries from Medicare fee-for-service claims alone. Our analysis evaluated two questions: (1) Can we identify a large percentage of patients who underwent a cancer-directed surgery using only Medicare claims? (2) Of all patients identified as having undergone a cancer-directed surgery, what percentage had cancer? We evaluated this approach for 17 primary cancer sites.
The number of Medicare beneficiaries diagnosed with their first cancer during the years 2011 to 2013 and who underwent cancer-directed surgery ranged from 45 patients (bones and joints) to 20,163 patients (breast). The percentage of cancer-directed surgeries identified using Medicare claims alone ranged from 62% (skin melanoma) to 94% (prostate). For all but three cancer sites (skin melanoma, thyroid, and urinary bladder), more than 80% of cancer-directed surgeries were identified using our approach. Of all surgeries identified, more than 90% were for patients with cancer.
Identifying patients who underwent a cancer-directed surgery from Medicare claims is feasible for many cancer sites, although careful consideration needs to be given to the validity of each site. Our findings support the use of Medicare claims for large-scale quality assessment of cancer surgery by disease site.
医疗保险理赔数据为大规模质量评估提供了丰富的数据源,因为全国所有受益人的数据均可获取。对于癌症手术而言,行政理赔中缺乏癌症部位和诊断日期的信息,因此需要进行测试以确保准确的质量评估和公开报告。
以与监测、流行病学和最终结果(SEER)计划相链接的医疗保险数据库作为金标准,我们开发并测试了一种仅从医疗保险按服务付费理赔数据中识别癌症定向手术的方法。我们的分析评估了两个问题:(1)仅使用医疗保险理赔数据,我们能否识别出接受癌症定向手术的大部分患者?(2)在所有被识别为接受癌症定向手术的患者中,患癌症的患者占比是多少?我们针对17个原发性癌症部位评估了该方法。
2011年至2013年期间被诊断为首次患癌且接受癌症定向手术的医疗保险受益人数量从45例(骨骼和关节)到20,163例(乳腺)不等。仅使用医疗保险理赔数据识别出的癌症定向手术比例从62%(皮肤黑色素瘤)到94%(前列腺)不等。除了三个癌症部位(皮肤黑色素瘤、甲状腺和膀胱)外,使用我们的方法识别出的癌症定向手术超过80%。在所有识别出的手术中,超过90%是针对癌症患者的。
从医疗保险理赔数据中识别接受癌症定向手术的患者对于许多癌症部位是可行且有效的,尽管需要仔细考虑每个部位的有效性。我们的研究结果支持使用医疗保险理赔数据对按疾病部位进行的癌症手术进行大规模质量评估。