College of Human Medicine, Michigan State University, 130 E 2nd St, Flint, MI 48502. Email:
Am J Manag Care. 2020 Nov 1;26(11):e362-e368. doi: 10.37765/ajmc.2020.88531.
To determine which combinations of type 2 diabetes (T2D) and multiple chronic conditions (MCC) contribute to total spending and differences in spending between groups based on sex, race/ethnicity, and rural residency.
Retrospective cohort study using 2012 Medicare claims data from beneficiaries in Michigan with T2D.
Zero-inflated Poisson regression models to estimate relationships of demographic characteristics and MCC combinations on hospital outpatient, acute inpatient, skilled nursing, hospice, and Part D drug spending.
Across most MCC combinations, there are lower odds of no spending, with a concurrent increase in the expected mean of actual spending when payments are made, except for hospital outpatient costs. For hospital outpatient services, we observed lower spending across all MCC combinations. When controlling for MCC, we generally found that compared with White beneficiaries, Black, Asian/Pacific Islander, and Hispanic beneficiaries experience increased odds of no spending, but when payments were made, payments generally increased. American Indian/Alaska Native beneficiaries are the exception; they experience decreased odds of no payments for hospital outpatient and acute inpatient services, with a concurrent decrease in mean expected payments.
When considering a range of MCC combinations, we observed differences in total payments between racial/ethnic minority groups and White beneficiaries. Our results highlight the ongoing need to make changes in the health care system to make the system more accessible to racial/ethnic minority groups.
根据性别、种族/民族和农村居住情况,确定 2 型糖尿病 (T2D) 和多种慢性病 (MCC) 的哪些组合会导致总支出和各组合之间支出的差异。
使用密歇根州有 T2D 的受益人的 2012 年医疗保险索赔数据进行回顾性队列研究。
采用零膨胀泊松回归模型,估计人口统计学特征和 MCC 组合对医院门诊、急性住院、熟练护理、临终关怀和 Part D 药物支出的关系。
在大多数 MCC 组合中,不支付的可能性较低,而当支付时,实际支出的预期平均值则会增加,但医院门诊费用除外。对于医院门诊服务,我们观察到所有 MCC 组合的支出都较低。在控制 MCC 后,我们通常发现与白人受益相比,黑人、亚洲/太平洋岛民和西班牙裔受益更有可能不支付,但当支付时,支付额通常会增加。美国印第安人/阿拉斯加原住民是例外;他们在医院门诊和急性住院服务方面不支付的可能性降低,而预期支付的平均金额也随之降低。
当考虑一系列 MCC 组合时,我们观察到不同种族/少数族裔群体与白人受益之间的总支付存在差异。我们的研究结果强调了医疗保健系统需要不断做出改变,以使系统更容易为少数族裔群体所接受。