Simulating the population impact of interventions to reduce racial gaps in breast cancer treatment

Juan Yanguela, Bradford E Jackson, Katherine E Reeder-Hayes, Mya L Roberson, Gabrielle B Rocque, Tzy-Mey Kuo, Matthew R LeBlanc, Christopher Baggett, Laura Green, Erin Laurie-Zehr, Stephanie B Wheeler
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Abstract

Background Inequities in guideline-concordant treatment receipt contribute to worse survival in Black breast cancer (BCa) patients. Inequity-reduction interventions (eg, navigation, bias training, tracking dashboards) can close such treatment gaps. We simulated the population-level impact of statewide implementation of inequity-reduction interventions on racial BCa inequities in North Carolina. Methods Using registry-linked multi-payer claims data, we calculated Black/White inequities in endocrine (ET; n = 12,033) and chemotherapy (CTx; n = 1,819) receipt. We then built cohort- (ET and CTx), and race-stratified Markov models to simulate the potential increase in the proportion of patients receiving ET or CTx and subsequent improvements in BCa outcomes if inequity-reducing intervention were implemented statewide. We report uncertainty bounds representing 95% of simulation results. Results 75.6% and 72.1% of Black patients received ET and CTx over the 2006-2015 and 2004-2015 periods (vs 79.3 and 78.9% of White patients, respectively). Inequity-reduction interventions could increase ET and CTx receipt among Black patients to 89.9% (85.3, 94.6%) and 85.7% (80.7, 90.9%). Such interventions could also decrease 5-and 10-year BCa mortality gaps from 3.4 to 3.2 (3.0, 3.3) and from 6.7 to 6.1 (5.9, 6.4) percentage points in the ET cohorts and from 8.6 to 8.1 (7.7, 8.4) and from 8.2 to 7.8 (7.3, 8.1) percentage points in the CTx cohorts. Conclusions Inequity-focused interventions could improve cancer outcomes for Black patients. However, they would not fully close the racial BCa mortality gap. Addressing other inequities along cancer continuum (eg, screening, pre-and post-diagnosis risk factors) is required to achieve full equity in BCa outcomes.
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模拟干预措施对人群的影响,缩小乳腺癌治疗中的种族差距
背景指南一致性治疗收据的不平等导致黑人乳腺癌(BCa)患者的生存率降低。减少不公平干预措施(如导航、偏见培训、跟踪仪表板)可以缩小这种治疗差距。我们模拟了在北卡罗来纳州全州范围内实施减少不公平干预措施对种族 BCa 不公平现象的影响。方法 我们使用与登记簿相关联的多支付方索赔数据,计算了黑人/白人在接受内分泌治疗(ET;n = 12033)和化疗(CTx;n = 1819)方面的不平等。然后,我们建立了队列(ET 和 CTx)和种族分层马尔可夫模型,以模拟如果在全州范围内实施减少不平等的干预措施,接受 ET 或 CTx 治疗的患者比例可能会增加,以及 BCa 治疗结果随后的改善情况。我们报告了代表 95% 模拟结果的不确定性边界。结果 在 2006-2015 年和 2004-2015 年期间,分别有 75.6% 和 72.1% 的黑人患者接受了 ET 和 CTx(白人患者分别为 79.3% 和 78.9%)。减少不平等的干预措施可将黑人患者接受 ET 和 CTx 的比例提高到 89.9% (85.3, 94.6%) 和 85.7% (80.7, 90.9%)。这些干预措施还可将 ET 队列中 BCa 的 5 年和 10 年死亡率差距从 3.4 降至 3.2 (3.0, 3.3) 和从 6.7 降至 6.1 (5.9, 6.4) 个百分点,将 CTx 队列中 BCa 的 5 年和 10 年死亡率差距从 8.6 降至 8.1 (7.7, 8.4) 和从 8.2 降至 7.8 (7.3, 8.1) 个百分点。结论 以不公平为重点的干预措施可以改善黑人患者的癌症治疗效果。但是,这些干预措施并不能完全消除种族间 BCa 死亡率的差距。需要解决癌症治疗过程中存在的其他不公平现象(如筛查、诊断前后的风险因素),以实现 BCa 治疗结果的完全公平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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