Pak Sang S, Jiang Yuxi, Lituiev Dmytro S, De Marchis Emilia H, Peterson Thomas A
Department of Physical Therapy and Rehabilitation Science, School of Medicine, University of California San Francisco, San Francisco, CA, USA.
Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, USA.
Pain Rep. 2024 Oct 8;9(6):e1191. doi: 10.1097/PR9.0000000000001191. eCollection 2024 Dec.
Care and outcomes for patients with chronic low back pain (cLBP) are influenced by the social risk factors that they experience. Social risk factors such as food insecurity and housing instability have detrimental effects on patient health and wellness, healthcare outcomes, and health disparities.
This retrospective cross-sectional study examined how social risk factors identified in unstructured and structured electronic health record (EHR) data for 1,295 patients with cLBP were associated with health care utilization. We also studied the impact of social risk factors, controlling for back pain-related disability on health care utilization.
Included patients who received outpatient spine and/or physical therapy services at an urban academic medical center between 2018 and 2020. Five identified social risks were financial insecurity, housing instability, food insecurity, transportation barriers, and social isolation. Outcomes included 4 categories of health care utilization: emergency department (ED) visits/hospitalizations, imaging, outpatient specialty visits related to spine care, and physical therapy (PT) visits. Poisson regression models tested associations between the presence of identified social risks and each outcome measure.
Identified social risks in 12.8% of the study population (N = 166/1,295). In multivariate models, social isolation was positively associated with imaging, specialty visits, and PT visits; housing instability was positively associated with ED visits/hospitalizations and imaging; food insecurity was positively associated with ED visits/hospitalizations and specialty visits but negatively associated with PT visits; and financial strain was positively associated with PT visits but negatively associated with ED visits/hospitalization.
These associations were seen above and beyond other factors used as markers of socioeconomic marginalization, including neighborhood-level social determinants of health, race/ethnicity, and insurance type. Identifying and intervening on social risk factors that patients with cLBP experience may improve outcomes and be cost-saving.
慢性腰痛(cLBP)患者的护理及预后受到其所经历的社会风险因素的影响。诸如粮食不安全和住房不稳定等社会风险因素会对患者的健康和福祉、医疗保健结果以及健康差异产生不利影响。
这项回顾性横断面研究考察了在1295例cLBP患者的非结构化和结构化电子健康记录(EHR)数据中识别出的社会风险因素与医疗保健利用情况之间的关联。我们还研究了社会风险因素在控制与背痛相关的残疾情况下对医疗保健利用的影响。
纳入2018年至2020年期间在一家城市学术医疗中心接受门诊脊柱和/或物理治疗服务的患者。识别出的五个社会风险为经济不安全、住房不稳定、粮食不安全、交通障碍和社会孤立。结果包括四类医疗保健利用情况:急诊就诊/住院、影像学检查、与脊柱护理相关的门诊专科就诊以及物理治疗(PT)就诊。泊松回归模型检验了识别出的社会风险的存在与每种结果指标之间的关联。
在12.8%的研究人群(N = 166/1295)中识别出社会风险。在多变量模型中,社会孤立与影像学检查、专科就诊和PT就诊呈正相关;住房不稳定与急诊就诊/住院和影像学检查呈正相关;粮食不安全与急诊就诊/住院和专科就诊呈正相关,但与PT就诊呈负相关;经济压力与PT就诊呈正相关,但与急诊就诊/住院呈负相关。
这些关联在被用作社会经济边缘化标志的其他因素之外也存在,这些因素包括邻里层面的健康社会决定因素、种族/族裔和保险类型。识别并干预cLBP患者所经历的社会风险因素可能会改善预后并节省成本。