Tung Elizabeth L, Asfour Nour, Bolton Joshua D, Huang Elbert S, Zhang Calvin, Anselin Luc
Section of General Internal Medicine, Department of Medicine, University of Chicago, Chicago, USA.
Center for Health and the Social Sciences, University of Chicago, Chicago, USA.
Health Econ Rev. 2024 Jan 31;14(1):9. doi: 10.1186/s13561-024-00482-x.
Federally qualified health centers (FQHCs) are integral to the U.S. healthcare safety net and uniquely situated in disadvantaged neighborhoods. The 2009 American Recovery and Reinvestment Act (ARRA) invested $2 billion in FQHC stimulus during the Great Recession; but it remains unknown whether this investment was associated with extended benefits for disadvantaged neighborhoods.
We used a propensity-score matched longitudinal design (2008-2012) to examine whether the 2009 ARRA FQHC investment was associated with local jobs and establishments recovery in FQHC neighborhoods. Job change data were obtained from the Longitudinal Employer-Household Dynamics (LEHD) survey and calculated as an annual rate per 1,000 population. Establishment change data were obtained from the National Neighborhood Data Archive (NaNDA) and calculated as an annual rate per 10,000 population. Establishment data included 4 establishment types: healthcare services, eating/drinking places, retail establishments, and grocery stores. Fixed effects were used to compare annual rates of jobs and establishments recovery between ARRA-funded FQHC census tracts and a matched control group.
Of 50,381 tracts, 2,223 contained ≥ 1 FQHC that received ARRA funding. A higher proportion of FQHC tracts had an extreme poverty designation (11.6% vs. 5.4%), high unemployment rate (45.4% vs. 30.3%), and > 50% minority racial/ethnic composition (48.1% vs. 36.3%). On average, jobs grew at an annual rate of 3.84 jobs per 1,000 population (95% CI: 3.62,4.06). In propensity-score weighted models, jobs in ARRA-funded tracts grew at a higher annual rate of 4.34 per 1,000 (95% CI: 2.56,6.12) relative to those with similar social vulnerability. We observed persistent decline in non-healthcare establishments (-1.35 per 10,000; 95% CI: -1.68,-1.02); but did not observe decline in healthcare establishments.
Direct funding to HCs may be an effective strategy to support healthcare establishments and some jobs recovery in disadvantaged neighborhoods during recession, reinforcing the important multidimensional roles HCs play in these communities. However, HCs may benefit from additional investments that target upstream determinants of health to mitigate uneven recovery and neighborhood decline.
联邦合格健康中心(FQHCs)是美国医疗安全网的重要组成部分,且独特地分布在弱势社区。2009年《美国复苏与再投资法案》(ARRA)在大衰退期间向FQHCs刺激计划投资了20亿美元;但这项投资是否给弱势社区带来了额外益处仍不明确。
我们采用倾向得分匹配纵向设计(2008 - 2012年)来研究2009年ARRA对FQHCs的投资是否与FQHC社区的当地就业和企业复苏相关。就业变化数据来自纵向雇主 - 家庭动态(LEHD)调查,并按每1000人口的年增长率计算。企业变化数据来自国家邻里数据档案(NaNDA),并按每10000人口的年增长率计算。企业数据包括4种企业类型:医疗服务、餐饮场所、零售企业和杂货店。使用固定效应来比较获得ARRA资金的FQHC人口普查区与匹配对照组之间的就业和企业复苏年增长率。
在50381个普查区中,2223个包含≥1个获得ARRA资金的FQHC。FQHC普查区中极端贫困指定的比例更高(11.6%对5.4%),失业率高(45.4%对30.3%),少数族裔种族/族裔构成>50%(48.1%对36.3%)。平均而言,就业以每1000人口每年3.84个工作岗位的速度增长(95%置信区间:3.62,4.06)。在倾向得分加权模型中,与社会脆弱性相似的地区相比,获得ARRA资金地区的就业以每1000人口每年4.34个工作岗位的更高速度增长(95%置信区间:2.56,6.12)。我们观察到非医疗企业持续下降(每10000个企业下降1.35个;95%置信区间:-1.68,-1.02);但未观察到医疗企业下降。
在衰退期间,直接向健康中心提供资金可能是支持弱势社区医疗企业和一些就业复苏的有效策略,强化了健康中心在这些社区中所发挥的重要多维度作用。然而,健康中心可能会从针对健康上游决定因素的额外投资中受益,以减轻复苏不均衡和社区衰退的问题。