Medical College of Wisconsin, Division of General Internal Medicine, Department of Medicine, Milwaukee.
Center for Advancing Population Sciences, Medical College of Wisconsin, Milwaukee.
JAMA Netw Open. 2022 Apr 1;5(4):e227404. doi: 10.1001/jamanetworkopen.2022.7404.
While the Affordable Care Act (ACA) set out to eliminate insurer discrimination based on preexisting conditions, the ACA health exchanges allow insurers to select what markets to enter and afford them great freedom on how they design their physician networks. Strategic market participation and physician network design based on population race, ethnicity, and health characteristics may give rise to a present-day form of redlining within health insurance markets-ie, a systematic underprovision of insurance plans and in-network practitioners within areas that are populated with higher proportions of non-Hispanic Black residents.
To examine if markets with relatively higher non-Hispanic Black populations have systematically fewer insurers and lower network inclusion of physicians residing within these areas.
DESIGN, SETTING, AND PARTICIPANTS: This cohort study conducted a regression analysis of the US ACA health insurance exchange marketplace across 34 states with federal exchanges and physicians located within the 500 most populous US cities in 2014. County-level data were sourced from individual market and issuer enrollment databases and county health rankings; census tract data came from a national database of physician networks in 2014 marketplace plans, US Census Bureau data, and the Centers for Disease Control and Prevention's PLACES database. Adjustment was made for a rich set of county (or census tract) controls and state fixed effects to capture broad market and/or policy differences across states. Analyses were performed in June 2021.
The raw count of insurers within a county and the mean percentage of insurance networks that physicians participate in within each census tract.
A total of 2270 counties were examined within our first analyses. In the counties analyzed, a mean (SD) of 23.0% (3.2%) of the population was aged 18 years or younger, and a mean (SD) of 11.0% (15.8%) of the population had non-Hispanic Black race and ethnicity. For the second analysis, 16 006 to 25 096 census tracts were examined (depending on physician specialty). With adjustment for population size, age, and race and ethnicity, a 1-SD increase in the county non-Hispanic Black population was associated with a 14.1% reduction in the number of insurers (mean [SE] marginal effect size, -2.18 [0.13]; P < .001). Accounting for additional county-level risk selection controls and state fixed effects, a 1-SD increase in the non-Hispanic Black population was associated with a 2.3% reduction in available insurers (marginal effect size, -0.36 [0.17]; P = .04). For practitioners network breadth inclusion, a 1-SD increase in the non-Hispanic Black population was associated with a 15.8% (marginal effect size, -0.32 [0.01]; P < .001) to 24.7% (marginal effect size, -0.14 [0.02]; P < .001) reduction in the physicians' network participation depending on their specialty. Adjusting for additional state fixed effects yielded estimates of 6% (marginal effect size, -0.08 [0.01]; P < .001) to 13.5% (marginal effect size, -0.12 [0.02]; P < .001) reductions in practitioner network participation.
These findings suggest that strategic decisions by insurers may contribute toward markets with higher racial or ethnic minority populations having systematically fewer participating insurers, as well as a higher prevalence of local physicians not included in coverage networks. These findings call for further examination of potential insurance redlining within the ACA marketplaces.
重要性:虽然《平价医疗法案》(ACA)旨在消除保险公司基于先前存在的条件的歧视,但 ACA 健康交易所允许保险公司选择进入哪些市场,并在设计医生网络方面给予他们很大的自由。基于人口的种族、族裔和健康特征的战略性市场参与和医生网络设计,可能会在医疗保险市场中产生一种当代形式的“红线划分”——即,在非西班牙裔黑人居民比例较高的地区,有系统地提供较少的保险计划和联网医生。
目的:检验是否有相对较高的非西班牙裔黑人人口的市场,系统地减少了保险公司和居住在这些地区的医生的网络参与。
设计、设置和参与者:本队列研究对美国 34 个有联邦交易所的州和 2014 年美国最繁华的 500 个城市中的医生进行了 ACA 医疗保险交易所市场的回归分析。县级数据来自个别市场和发行人登记数据库以及县健康排名;人口普查地段数据来自 2014 年市场计划中的全国医生网络数据库、美国人口普查局数据和疾病控制与预防中心的 PLACES 数据库。调整了一系列丰富的县(或人口普查地段)控制和州固定效应,以捕捉各州之间广泛的市场和/或政策差异。分析于 2021 年 6 月进行。
主要结果和措施:县内保险公司的原始数量和每个人口普查地段医生参与保险网络的平均百分比。
结果:在我们的第一次分析中,共检查了 2270 个县。在所分析的县中,平均(标准差)有 23.0%(3.2%)的人口年龄在 18 岁以下,平均(标准差)有 11.0%(15.8%)的人口是非西班牙裔黑人。对于第二次分析,检查了 16006 至 25096 个人口普查地段(取决于医生的专业)。在调整人口规模、年龄和种族和族裔后,县非西班牙裔黑人人口每增加一个标准差,保险公司数量减少 14.1%(平均[SE]边际效应大小,-2.18[0.13];P<0.001)。在考虑到额外的县级风险选择控制和州固定效应后,非西班牙裔黑人人口每增加一个标准差,可获得的保险公司数量减少 2.3%(边际效应大小,-0.36[0.17];P=0.04)。对于医生网络广度的参与,非西班牙裔黑人人口每增加一个标准差,医生网络参与率就会降低 15.8%(边际效应大小,-0.32[0.01];P<0.001)至 24.7%(边际效应大小,-0.14[0.02];P<0.001),具体取决于他们的专业。在调整额外的州固定效应后,医生网络参与率的估计值为 6%(边际效应大小,-0.08[0.01];P<0.001)至 13.5%(边际效应大小,-0.12[0.02];P<0.001)。
结论和相关性:这些发现表明,保险公司的战略决策可能导致人口中种族或族裔少数群体比例较高的市场系统地减少参与的保险公司,以及当地医生不包括在覆盖网络中的比例较高。这些发现呼吁进一步审查 ACA 市场中潜在的保险红线划分。