Abstract
Purpose
Reduced access and utilization of radiation therapy (RT) is a well-documented healthcare disparity observed among racial and ethnic minority groups in the USA and a contributor to the inferior health outcomes observed among Black, Hispanic, and Native American patient groups. What is less understood are the points during the process of care following RT consultation at which patients either fail to complete their prescribed treatment or encounter delays. Identification of those points where significant differences exist among different patient groups may help identify opportunities to close gaps in the access of clinically indicated RT.
Methods and Materials
This analysis examines 261,559 RT episodes abstracted from Medicare claims and beneficiary data between 2016 and 2018 to determine rates of treatment initiation following planning and timeliness of treatment completion for different racial groups.
Results
Failure to initiate treatment was observed to be 29.3% relatively greater for Black, Hispanic, and Native American patients than for White and Asian patients. Among episodes for which treatment was initiated, Black and Hispanic patients were observed to require a significantly greater number of calendar days (when adjusted for fraction number) for completion than for White, Asian, and Native American patients.
Conclusions
There appears to be a patient cohort for which RT disparities may be more marginal in their effects—allowing for access to consultation and treatment prescription but not for treatment initiation or timely completion of treatment—and may therefore permit effective solutions to help address current differences in cancer outcomes.
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Data Availability
Medicare Limited Data Set files.
Code Availability
Not applicable.
References
Burbank F, Fraumeni JF Jr. US cancer mortality: nonwhite predominance. J Natl Cancer Inst. 1972;49:649–59.
Howlader N, Noone AM, Krapcho M, et al. SEER Cancer Statistics Review, 1975–2013. National Cancer Institute, Bethesda, MD. http://seer.cancer.gov/csr/1975_2013/. Accessed 1 Nov 2021.
Byers TE, Wolf HJ, Bauer KR, et al. The impact of socioeconomic status on survival after cancer in the United States: findings from the National Program of Cancer Registries Patterns of Care Study. Cancer. 2008;113:582–91.
Freedman RA, Virgo KS, He Y, et al. The association of race/ethnicity, insurance status, and socioeconomic factors with breast cancer care. Cancer. 2017;117:180–9.
Grubbs SS, Polite BN, Carney J Jr, et al. Eliminating racial disparities in colorectal cancer in the real world: it took a village. J Clin Oncol. 2013;31:1928–30.
Kaleem T, Li Smith G, Miller R. Impact of care disparities in radiation oncology (Editorial). Adv Radiat Oncol. 2018;3:1–2.
McClelland S, Page B, Jaboin J, et al. The pervasive crisis of diminishing radiation therapy access for vulnerable populations in the United States, part 1: African-American patients. Adv Radiat Oncol. 2017;2:523–31.
McClelland S, Leberknight J, Guadagnolo B, et al. The pervasive crisis of diminishing radiation therapy access for vulnerable populations in the United States, part 2: American Indian patients. Adv Radiat Oncol. 2018;3:3–7.
McClelland S, Perez C. The pervasive crisis of diminishing radiation therapy access for vulnerable populations in the United States—part 3: Hispanic-American patients. Adv Radiat Oncol. 2018;3:93–9.
Wheeler SB, Carpenter WR, Peppercorn J, et al. Structural/organizational characteristics of health services partly explain racial variation in timeliness of radiation therapy among elderly breast cancer patients. Breast Cancer Res Treat. 2012;133:333–45.
Voti L, Richardson LC, Reis IM, et al. Treatment of local breast carcinoma in Florida: the role of the distance to radiation therapy facilities. Cancer. 2006;106:201–7.
Peipins LA, Graham S, Young R, et al. Racial disparities in travel time to radiotherapy facilities in the Atlanta metropolitan area. Soc Sci Med. 2013;89:32–8.
Bickell NA, Shastri K, Fei K, et al. A tracking and feedback registry to reduce racial disparities in breast cancer care. J Natl Cancer Inst. 2008;100:1717–23.
Du Xianglin L, Gor BJ. Racial disparities and trends in radiation therapy after breast-conserving surgery for early-stage breast cancer in women, 1992 to 2002. Ethn Dis. 2007;17:122–8.
Dragun AE, Huang B, Tucker TC, et al. Disparities in the application of adjuvant radiotherapy after breast-conserving surgery for early stage breast cancer: impact on overall survival. Cancer. 2011;117:2590–8.
Royak-Schaler R, Pelser C, Langenberg P, et al. Characteristics associated with the initiation of radiation therapy after breast-conserving surgery among African American and white women diagnosed with early-stage breast cancer in Maryland, 2000–2006. Ann Epidemiol. 2012;22:28–36.
Yeboa DN, Xu X, Jones BA, Soulos P, et al. Trend in age and racial disparities in the receipt of postlumpectomy radiation therapy for stage I breast cancer: 2004–2009. Am J Clin Oncol. 2016;39:568–74.
Martinez SR, Beal SH, Chen SL, et al. Disparities in the use of radiation therapy in patients with local-regionally advanced breast cancer. Int J Radiat Oncol Biol Phys. 2010;78:787–92.
Sail K, Franzini L, Lairson D, Du X. Differences in treatment and survival among African-American and Caucasian women with early stage operable breast cancer. Ethn Health. 2012;17:309–23.
Obirieze AC, Moten A, Allen D, et al. African-American men with low-risk prostate cancer: modern treatment and outcome trends. J Racial Ethn Health Disparities. 2015;2:295–302.
Bradley CJ, Dahman B, Given CW. Treatment and survival differences in older Medicare patients with lung cancer as compared with those who are dually eligible for Medicare and Medicaid. J Clin Oncol. 2008;26:5067–73.
Smith GL, Shih YC, Xu Y, et al. Racial disparities in the use of radiotherapy after breast-conserving surgery: a national Medicare study. Cancer. 2010;116:734–41.
Parise CA, Bauer KR, Caggiano V. Disparities in receipt of adjuvant radiation therapy after breast-conserving surgery among the cancer-reporting regions of California. Cancer. 2012;118:2516–24.
Abdollah F, Sammon JD, Majumder K, et al. Racial disparities in end-of-life care among patients with prostate cancer: a population-based study. J Natl Compr Canc Netw. 2015;13:1131–8.
Simpson DR, Martínez ME, Gupta S, et al. Racial disparity in consultation, treatment, and the impact on survival in metastatic colorectal cancer. J Natl Cancer Inst. 2013;105:1814–20.
CMS: Standard Analytical Files (Medicare Claims) - LDS, 2021. https://www.cms.gov/Research-Statistics-Data-and-Systems/Files-for-Order/LimitedDataSets/StandardAnalyticalFiles
Centers for Medicare & Medicaid Services (CMS): Medicare program; specialty care models to improve quality of care and reduce expenditures. Final rule with comment period. Fed Regist. 2020; 85: 61114–381
Ohri N, Rapkin BD, Guha C, et al. Radiation therapy noncompliance and clinical outcomes in an urban academic cancer center. Int J Radiat Oncol Biol Phys. 2016;95:563–70.
Bese NS, Hendry J, Jeremic B. Effects of prolongation of overall treatment time due to unplanned interruptions during radiotherapy of different tumor sites and practical methods of compensation. Int J Radiat Oncol Biol Phys. 2007;68:654–61.
Petereit DG, Sarkaria JN, Chappell R, et al. The adverse effect of treatment prolongation in cervical carcinoma. Int J Radiat Oncol Biol Phys. 1995;32:1301–7.
Bilheimer LT, Sisk JE. Collecting adequate data on racial and ethnic disparities in health: the challenges continue. Health Aff. 2008;27:383–91.
Ng JH, Ye F, Ward LM, et al. Data on race, ethnicity, and language largely incomplete for managed care plan members. Health Aff. 2017;36:548–52.
Jarrin OF, Nyandege AN, Grafova IB, et al. Validity of race and ethnicity codes in Medicare administrative data compared with gold-standard self-reported race collected during routine home health care visits. Med Care. 2020;58:e1–8.
Eicheldinger C, Bonito A. More accurate racial and ethnic codes for Medicare administrative data. Health Care Financ Rev. 2008;29:27–42.
Waldo DR. Accuracy and bias of race/ethnicity codes in the Medicare enrollment database. Health Care Financ Rev. 2004;26:61–72.
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Dr. Thaker receives consulting fees from McKesson Specialty Health.
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Mantz, C.A., Thaker, N.G., Deville, C. et al. A Medicare Claims Analysis of Racial and Ethnic Disparities in the Access to Radiation Therapy Services. J. Racial and Ethnic Health Disparities 10, 501–508 (2023). https://doi.org/10.1007/s40615-022-01239-0
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DOI: https://doi.org/10.1007/s40615-022-01239-0