Division of General Internal Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California.
Optum®, UnitedHealth Group, San Francisco, California.
Health Serv Res. 2019 Jun;54(3):575-585. doi: 10.1111/1475-6773.13121. Epub 2019 Feb 7.
To document differences among racial/ethnic/gender groups in specialty behavioral health care (BH) utilization/expenditures; examine whether these differences are driven by probability vs intensity of treatment; and identify whether differences are explained by socioeconomic status (SES).
The cohort consists of adults continuously enrolled in Optum plans with BH benefits during 2013.
We modeled each outcome using linear regressions among the entire sample stratified by race/ethnicity, language and gender. Then, we estimated logistic regressions of the probability that an enrollee had any spending/use in a given service category (service penetration) and linear regressions of spending/use among the user subpopulation (treatment intensity). Lastly, all analyses were rerun with SES controls.
This study links administrative data from a managed BH organization to a commercial marketing database.
We found that in many cases, racial/ethnic minorities had lower specialty BH expenditures/utilization, relative to whites, primarily driven by differences in service penetration. Among women, relative to whites, Asian non-English speakers, Asian English speakers, Hispanic non-English speakers, Hispanic English speakers, and blacks had $106, $95, $90, $48, and $61 less in total expenditures. SES explained racial/ethnic differences in treatment intensity but not service penetration.
In this population, SES was not a major driver of racial/ethnic differences in specialty BH utilization. Future studies should explore the role of other factors not studied here, such as stigma, cultural competence, and geography.
记录不同种族/民族/性别群体在专业行为健康护理(BH)利用/支出方面的差异;检验这些差异是否是由治疗的可能性与强度驱动的;并确定差异是否由社会经济地位(SES)来解释。
该队列由 2013 年连续参加 Optum 计划并具有 BH 福利的成年人组成。
我们在整个样本中按种族/民族、语言和性别分层,使用线性回归模型来模拟每个结果。然后,我们对每个服务类别中任何患者的任何支出/使用的概率(服务渗透率)进行逻辑回归,并对用户亚群中的支出/使用进行线性回归(治疗强度)。最后,所有分析都重新进行了 SES 控制。
这项研究将管理 BH 组织的行政数据与商业营销数据库联系起来。
我们发现,在许多情况下,与白人相比,少数族裔的专业 BH 支出/利用率较低,这主要是由于服务渗透率的差异造成的。在女性中,与白人相比,亚裔非英语使用者、亚裔英语使用者、西班牙裔非英语使用者、西班牙裔英语使用者和黑人的总支出分别少了 106 美元、95 美元、90 美元、48 美元和 61 美元。SES 解释了 SES 在治疗强度方面的种族/民族差异,但不能解释服务渗透率的差异。
在该人群中,SES 不是专业 BH 利用中种族/民族差异的主要驱动因素。未来的研究应探讨其他未在此处研究的因素的作用,例如耻辱感、文化能力和地理位置。