1The University of Texas MD Anderson Cancer Center, Houston, Texas; and.
2Division of Population Sciences and the Center for Outcomes and Policy Research, Dana-Farber Cancer Institute, Boston, Massachusetts.
J Natl Compr Canc Netw. 2021 Feb 12;19(4):421-431. doi: 10.6004/jnccn.2020.7633. Print 2021 Apr.
Understanding the sources of variation in the use of high-cost technologies is important for developing effective strategies to control costs of care. Palliative radiation therapy (RT) is a discretionary treatment and its use may vary based on patient and clinician factors.
Using data from the SEER-Medicare linked database, we identified patients diagnosed with metastatic lung, prostate, breast, and colorectal cancers in 2010 through 2015 who received RT, and the radiation oncologists who treated them. The costs of radiation services for each patient over a 90-day episode were calculated, and radiation oncologists were assigned to cost quintiles. The use of advanced technologies (eg, intensity-modulated radiation, stereotactic RT) and the number of RT treatments (eg, any site, bone only) were identified. Multivariable random-effects models were constructed to estimate the proportion of variation in the use of advanced technologies and extended fractionation (>10 fractions) that could be explained by patient fixed effects versus physician random effects.
We identified 37,361 patients with metastatic lung cancer, 3,684 with metastatic breast cancer, 5,323 with metastatic prostate cancer, and 8,726 with metastatic colorectal cancer, with 34%, 27%, 22%, and 9% receiving RT within the first year, respectively. The use of advanced technologies and extended fractionation was associated with higher costs of care. Compared with the patient case-mix, physician variation accounted for a larger proportion of the variation in the use of advanced technologies for palliative RT and the use of extended fractionation.
Differences in radiation oncologists' practice and choices, rather than differences in patient case-mix, accounted for a greater proportion of the variation in the use of advanced technologies and high-cost radiation services.
了解高成本技术使用的变化来源对于制定有效的成本控制策略非常重要。姑息性放射治疗(RT)是一种选择性治疗,其使用可能因患者和临床医生的因素而异。
我们使用来自 SEER-Medicare 链接数据库的数据,确定了 2010 年至 2015 年期间诊断患有转移性肺癌、前列腺癌、乳腺癌和结直肠癌的患者,并确定了对其进行治疗的放射肿瘤学家。每位患者在 90 天的发病期内的放射服务费用进行了计算,并将放射肿瘤学家分配到费用五分位组。确定了高级技术(例如强度调制放射治疗、立体定向 RT)和放射治疗次数(例如任何部位、仅骨)的使用情况。构建多变量随机效应模型,以估计可以通过患者固定效应与医师随机效应来解释的高级技术和扩展分割(> 10 个部分)使用中的变化比例。
我们确定了 37361 例转移性肺癌患者、3684 例转移性乳腺癌患者、5323 例转移性前列腺癌患者和 8726 例转移性结直肠癌患者,分别有 34%、27%、22%和 9%在第一年接受 RT。高级技术和扩展分割的使用与更高的治疗费用相关。与患者病例组合相比,医师差异在姑息性 RT 中高级技术的使用和扩展分割的使用的变化中占更大的比例。
放射肿瘤学家的实践和选择的差异而不是患者病例组合的差异,在高级技术和高成本放射服务的使用变化中占更大的比例。