Stewart Walter F, Yan Xiaowei, Boscarino Joseph A, Maeng Daniel D, Mardekian Jack, Sanchez Robert J, Von Korff Michael R
Geisinger Center for Health Research, Seattle, WA, USA.
Pfizer, Inc., Seattle, WA, USA.
J Pain Res. 2015 Aug 12;8:523-35. doi: 10.2147/JPR.S83599. eCollection 2015.
The purpose of this study was to determine if primary care patients with low back pain (LBP) cluster into definable care utilization subgroups that can be explained by patient and provider characteristics.
Adult primary care patients with an incident LBP encounter were identified from Geisinger Clinic electronic health records over 5 years. Two-thirds of the cohort had only one to two encounters. Principal component analysis was applied to the data from the remaining one-third on use of ambulatory, inpatient, emergency department, and surgery care and use of magnetic resonance imaging, injections, and opioids in 12 months following the incident encounter. Groups were compared on demographics, health behaviors, chronic and symptomatic disease burden, and a measure of physician efficiency.
Six factors with eigenvalues >1.5 explained 71% of the utilization variance. Patient subgroups were defined as: 1-2 LBP encounters; 2+ surgeries; one surgery; specialty care without primary care; 3+ opioid prescriptions; laboratory dominant care; and others. The surgery and 3+ opioid subgroups, while accounting for only 10.4% of the cohort, had used disproportionately more magnetic resonance imaging, emergency department, inpatient, and injectable resources. The specialty care subgroup was characterized by heavy use of inpatient care and the lowest use of injectables. Anxiety disorder and depression were not more prevalent among the surgery patients than in the others. Surgery patients had features in common with specialty care patients, but were older, had higher prevalence of Fibromyalgia, and were associated primary care physicians with worse efficiency scores.
LBP care utilization is highly variable and concentrated in small subgroups using disproportionate amounts of potentially avoidable care that reflect both patient and provider characteristics.
本研究的目的是确定患有腰痛(LBP)的初级保健患者是否可聚类为可通过患者和提供者特征解释的可定义的护理利用亚组。
从盖辛格诊所5年的电子健康记录中识别出患有新发LBP的成年初级保健患者。三分之二的队列仅有一到两次就诊。对其余三分之一患者在首次就诊后12个月内使用门诊、住院、急诊科和手术护理以及使用磁共振成像、注射和阿片类药物的数据进行主成分分析。对各亚组在人口统计学、健康行为、慢性和症状性疾病负担以及医生效率指标方面进行比较。
特征值>1.5的六个因素解释了71%的利用差异。患者亚组定义为:1 - 2次LBP就诊;2次以上手术;1次手术;无初级保健的专科护理;3次以上阿片类药物处方;以实验室检查为主的护理;以及其他。手术和3次以上阿片类药物亚组虽然仅占队列的10.4%,但使用了不成比例的更多磁共振成像、急诊科、住院和注射资源。专科护理亚组的特点是大量使用住院护理且注射剂使用最少。手术患者中焦虑症和抑郁症的患病率并不高于其他患者。手术患者与专科护理患者有共同特征,但年龄更大,纤维肌痛患病率更高,且其关联的初级保健医生效率得分更差。
LBP护理利用差异很大,集中在少数亚组中,这些亚组使用了不成比例的大量潜在可避免的护理,这反映了患者和提供者的特征。